diff --git a/.gitignore b/.gitignore index 83972fa..4b1bf05 100644 --- a/.gitignore +++ b/.gitignore @@ -1,3 +1,10 @@ +# nix artifacts +result + +# images are not pushed to github for privacy reasons, but we do keep the empty directory +Images/* +!Images/.gitkeep + # Byte-compiled / optimized / DLL files __pycache__/ *.py[codz] diff --git a/Images/.gitkeep b/Images/.gitkeep new file mode 100644 index 0000000..e69de29 diff --git a/README.md b/README.md index b180758..a3f9a34 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,124 @@ -# Hairloss-report -Uses multiple ML models to . This project only generates the data, the graphs and a galery view of the reports. The report must be written by the user. +# Hairloss report + +Initially intended as a joke, but I decided to publish it in case someone wants to reuse it later. + +Note : It will only produce the graphs of the receding hairline and a gallery view of each pictures with its relevent score. You will need to write the report yourself. + +This project was written in a rush (less than two days before leaving to vacation) and, as such, uses extensively AI (ChatGPT 5.5 free tier). I might (or might not) come back later to polish it a bit. + +# Preparation + +### Models + +You will need to have pulled the models (this will take multiple gigas of storage) : +``` +ollama pull llava:7b +ollama pull ministral-3:8b +ollama pull gemma4:12b +ollama pull qwen3-vl:8b +``` + +This report's strategy is to use multiple models and to repeat multiple time averaging the results. The models used are : +* llava:7b (10x repetitions) +* ministral-3:8b (10x repetitions) +* gemma4:12b (3x repetitions) +* qwen3-vl:8b (1x repetitions) + +If you want to change the models or the number of repetitions, a quick run of `rg -C3 {your model here}` should show you where are the changes needed. + +### Images + +For privacy reason, this repo does not contain the initial dataset of images. + +Your dataset needs to : +* focus on thethe person's head. Crop pictures if needed. +* follow this naming logic : `yyyy-mm-dd-nna` where `yyyy-mm-dd` follows [iso 8601](https://en.wikipedia.org/wiki/ISO_8601), `nn` is a number between 00 and 99 (used in cases there are multiple images for the same day and `a` is the angle of the photo (`t` for top, `l` for lateral and `f` for face). If you don't know the exact date, estimate it. There are two helper script in this repo (just fix the shebang and directory paths). `rename.sh` renames all the files (this could break stuff, be careful) into their last modified date. You just need to crop them and add the number and angles. `checkNaming.sh` checks if the files are correctly named (works on `.png` for other format adapt the regex). +* You should try to use the best quality pictures. + + +### Graphs + +You can browse the repo for an example of the graphs and the tex file for the gallery. + +One feature of this project is that you can focus on the period after one stres--inducing event (difficult work, sickness, annoying person, ...) that you hypothesize it will impact the rate of hairloss. +You can change this date by running `sed -i "s|2023-09-11|{Put here your date}|g" ./hairloss/main.py` + +If you have multiple such events, you will need to manually modify the code in `./hairloss/main.py`. + +# Usage + +## On [NixOS](https://nixos.org/) + +Clear the examples graphs : `rm *.pdf` + +You must set the path to the images directory as the nix store doesn't work with relative paths. +``` +sed -i "s|PathToYourLocalGitClone/Images|$(pwd)/Images|g" flake.nix +``` + +Generate the values. This might take some time as it uses multiple ML models and repeats the prompt for less noise. For comparison, this took a few hours on my RTX3070ti. + +Note : if you want to run on a GPU you must replace the `ollama` package by a [gpu-specific one](https://search.nixos.org/packages?type=packages&query=ollama) by running `sed -i "s|ollama|{Put here your ollama variant}|g" flake.nix` + +``` +nix run . -- --generate_with_llava +nix run . -- --generate_with_gemma +nix run . -- --generate_with_qwen +nix run . -- --generate_with_ministral +``` + +Note : you can stop at every point. It will resume its calculations at the last image. + +Compute the averages : +``` +nix run . -- --generate_averages +``` + +Create the gallery view : +``` +nix run . -- --generate_gallery +nix develop . +pdflatex ./gallery.tex -interaction=nonstopmode +``` + +You now have all the files in pdf. You can create your own report ! + +## On other systems + +This might or might not work as I did everything on NixOS. + +Clear the examples graphs : `rm *.pdf` + +Install dependencies : +* ollama +* Python and pip +* your favorite LaTeX distribution + +Install the project : +``` +pip install . +``` + +Generate the values. This might take some time as it uses multiple ML models and repeats the prompt for a more accurate count. For compairon, this took a few hours on my RTX3070ti. + +``` +hairloss --generate_with_llava +hairloss --generate_with_gemma +hairloss --generate_with_qwen +hairloss --generate_with_ministral +``` + +Note : you can stop at every point. It will resume it's calculations at the last image. + +Run the averages : +``` +hairloss --generate_averages +``` + +Create the gallery view : +``` +hairloss --generate_gallery +pdflatex ./gallery.tex -interaction=nonstopmode +``` + +You now have all the files in pdf. You can create your own report ! diff --git a/averagedDataAverageNormalizedFaceAndLateralAngle.pdf b/averagedDataAverageNormalizedFaceAndLateralAngle.pdf new file mode 100644 index 0000000..70caca4 Binary files /dev/null and b/averagedDataAverageNormalizedFaceAndLateralAngle.pdf differ diff --git a/averagedDataAverageNormalizedSince2023-09-11FaceAndLateralAngles.pdf b/averagedDataAverageNormalizedSince2023-09-11FaceAndLateralAngles.pdf new file mode 100644 index 0000000..60437b8 Binary files /dev/null and b/averagedDataAverageNormalizedSince2023-09-11FaceAndLateralAngles.pdf differ diff --git a/checkNaming.sh b/checkNaming.sh new file mode 100644 index 0000000..ecf412e --- /dev/null +++ b/checkNaming.sh @@ -0,0 +1,13 @@ +#!/etc/profiles/per-user/tomasr/bin/zsh bash + +DIR="./Images" + +for file in "$DIR"/*.png; do + [ -e "$file" ] || continue + + name=$(basename "$file") + + if [[ ! 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file mode 100644 index 0000000..0d2d06a Binary files /dev/null and b/dataQwenTopAngle.pdf differ diff --git a/flake.lock b/flake.lock new file mode 100644 index 0000000..225d4a9 --- /dev/null +++ b/flake.lock @@ -0,0 +1,61 @@ +{ + "nodes": { + "flake-utils": { + "inputs": { + "systems": "systems" + }, + "locked": { + "lastModified": 1731533236, + "narHash": "sha256-l0KFg5HjrsfsO/JpG+r7fRrqm12kzFHyUHqHCVpMMbI=", + "owner": "numtide", + "repo": "flake-utils", + "rev": "11707dc2f618dd54ca8739b309ec4fc024de578b", + "type": "github" + }, + "original": { + "owner": "numtide", + "repo": "flake-utils", + "type": "github" + } + }, + "nixpkgs": { + "locked": { + "lastModified": 1781577229, + "narHash": "sha256-lrp67w8AulE9Ks53n27I45ADSzbOCn4H+CNW1Ck8B+8=", + "owner": "NixOS", + "repo": "nixpkgs", + "rev": "567a49d1913ce81ac6e9582e3553dd90a955875f", + "type": "github" + }, + "original": { + "owner": "NixOS", + "ref": "nixos-unstable", + "repo": "nixpkgs", + "type": "github" + } + }, + "root": { + "inputs": { + "flake-utils": "flake-utils", + "nixpkgs": "nixpkgs" + } + }, + "systems": { + "locked": { + "lastModified": 1681028828, + "narHash": "sha256-Vy1rq5AaRuLzOxct8nz4T6wlgyUR7zLU309k9mBC768=", + "owner": "nix-systems", + "repo": "default", + "rev": "da67096a3b9bf56a91d16901293e51ba5b49a27e", + "type": "github" + }, + "original": { + "owner": "nix-systems", + "repo": "default", + "type": "github" + } + } + }, + "root": "root", + "version": 7 +} diff --git a/flake.nix b/flake.nix new file mode 100644 index 0000000..8c4e5dc --- /dev/null +++ b/flake.nix @@ -0,0 +1,48 @@ +{ + description = "Tracks hairloss over time"; + + inputs = { + nixpkgs.url = "github:NixOS/nixpkgs/nixos-unstable"; + flake-utils.url = "github:numtide/flake-utils"; + }; + + outputs = { self, nixpkgs, flake-utils}: + flake-utils.lib.eachDefaultSystem (system: + let + pkgs = import nixpkgs { inherit system; config.allowUnfree = true; }; + in { + packages.hairloss = pkgs.python314Packages.buildPythonApplication { + pname = "hairloss"; + version = "0.1"; + src = ./.; + pyproject = true; + + build-system = with pkgs.python314Packages; [ setuptools ]; + + dependencies = with pkgs; [ + python314Packages.tinydb + python314Packages.requests + python314Packages.matplotlib + python314Packages.numpy + python314Packages.scipy + ollama + ]; + postInstall = '' + wrapProgram $out/bin/hairloss \ + --set HAIRLOSS_IMAGES "PathToYourLocalGitClone/Images" + ''; + + mainProgram = "hairloss.py"; + }; + packages.default = self.packages.${system}.hairloss; + devShells = { + default = pkgs.mkShell { + packages = with pkgs; [ + python314Packages.tinydb + python314Packages.requests + texliveMedium + ]; + }; + }; + }); +} diff --git a/gallery.tex b/gallery.tex new file mode 100644 index 0000000..ad6fc52 --- /dev/null +++ b/gallery.tex @@ -0,0 +1,503 @@ +\documentclass[a4paper]{article} +\usepackage[a4paper,margin=1cm]{geometry} +\usepackage{graphicx} +\usepackage{array} +\usepackage{longtable} +\usepackage{float} +\usepackage{grffile} +\usepackage[T1]{fontenc} + +\pagestyle{empty} +\setlength{\parindent}{0pt} + +\begin{document} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/1983-04-01-00t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/1991-01-01-00l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2002-01-01-00f.png}\\[2mm] +% 1983-04-01-00t.png, 1991-01-01-00l.png, 2002-01-01-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 1983-04-01-00t.png} \\ llava:7b: 0.4800 \\ llava:7bWithoutUnsure: 0.3000 \\ gemma4:12b: 0.8333 \\ gemma4:12bWithoutUnsure: 0.8333 \\ ministral-3:8b: 0.7000 \\ ministral-3:8bWithoutUnsure: 0.7000 \\ qwen3-vl:8b: 0.7000 \\ qwen3-vl:8bWithoutUnsure: 0.7000 \\ llava:7bNormalized: 0.4000 \\ gemma4:12bNormalized: 1.0000 \\ qwen3-vl:8bNormalized: 1.0000 \\ ministral-3:8bNormalized: 0.9615 \\ average: 0.6333 \\ averageNormalized: 0.8404 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 1991-01-01-00l.png} \\ llava:7b: 0.4600 \\ llava:7bWithoutUnsure: 0.3667 \\ gemma4:12b: 0.1000 \\ gemma4:12bWithoutUnsure: 0.1000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.4889 \\ gemma4:12bNormalized: 0.1200 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2667 \\ averageNormalized: 0.3074 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2002-01-01-00f.png} \\ llava:7b: 0.4050 \\ llava:7bWithoutUnsure: 0.1833 \\ gemma4:12b: 0.2667 \\ gemma4:12bWithoutUnsure: 0.2667 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.2444 \\ gemma4:12bNormalized: 0.3200 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2375 \\ averageNormalized: 0.2606 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2002-01-01-00l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2002-01-01-01f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2002-01-01-01l.png}\\[2mm] +% 2002-01-01-00l.png, 2002-01-01-01f.png, 2002-01-01-01l.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2002-01-01-00l.png} \\ llava:7b: 0.4500 \\ llava:7bWithoutUnsure: 0.2500 \\ gemma4:12b: 0.1667 \\ gemma4:12bWithoutUnsure: 0.1667 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.3333 \\ gemma4:12bNormalized: 0.2000 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2542 \\ averageNormalized: 0.2886 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2002-01-01-01f.png} \\ llava:7b: 0.4900 \\ llava:7bWithoutUnsure: 0.4000 \\ gemma4:12b: 0.1667 \\ gemma4:12bWithoutUnsure: 0.1667 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.5333 \\ gemma4:12bNormalized: 0.2000 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2917 \\ averageNormalized: 0.3386 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2002-01-01-01l.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.3333 \\ gemma4:12bWithoutUnsure: 0.3333 \\ ministral-3:8b: 0.5400 \\ ministral-3:8bWithoutUnsure: 0.5400 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.4000 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.6538 \\ average: 0.4183 \\ averageNormalized: 0.5373 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2002-01-01-02f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2002-01-01-02l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2002-01-01-03f.png}\\[2mm] +% 2002-01-01-02f.png, 2002-01-01-02l.png, 2002-01-01-03f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2002-01-01-02f.png} \\ llava:7b: 0.4970 \\ llava:7bWithoutUnsure: 0.4900 \\ gemma4:12b: 0.1667 \\ gemma4:12bWithoutUnsure: 0.1667 \\ ministral-3:8b: 0.2900 \\ ministral-3:8bWithoutUnsure: 0.2900 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.6533 \\ gemma4:12bNormalized: 0.2000 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1731 \\ average: 0.2867 \\ averageNormalized: 0.3280 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2002-01-01-02l.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.2000 \\ gemma4:12bWithoutUnsure: 0.2000 \\ ministral-3:8b: 0.2800 \\ ministral-3:8bWithoutUnsure: 0.2800 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.2400 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1538 \\ average: 0.2950 \\ averageNormalized: 0.3366 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2002-01-01-03f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.2000 \\ gemma4:12bWithoutUnsure: 0.2000 \\ ministral-3:8b: 0.2600 \\ ministral-3:8bWithoutUnsure: 0.2600 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.2400 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1154 \\ average: 0.2900 \\ averageNormalized: 0.3269 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2002-01-01-03l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2002-01-01-04f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2002-01-01-04l.png}\\[2mm] +% 2002-01-01-03l.png, 2002-01-01-04f.png, 2002-01-01-04l.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2002-01-01-03l.png} \\ llava:7b: 0.5150 \\ llava:7bWithoutUnsure: 0.5750 \\ gemma4:12b: 0.1333 \\ gemma4:12bWithoutUnsure: 0.1333 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.7667 \\ gemma4:12bNormalized: 0.1600 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3021 \\ averageNormalized: 0.3512 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2002-01-01-04f.png} \\ llava:7b: 0.5500 \\ llava:7bWithoutUnsure: 0.6667 \\ gemma4:12b: 0.2000 \\ gemma4:12bWithoutUnsure: 0.2000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.8889 \\ gemma4:12bNormalized: 0.2400 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3667 \\ averageNormalized: 0.4374 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2002-01-01-04l.png} \\ llava:7b: 0.4800 \\ llava:7bWithoutUnsure: 0.3000 \\ gemma4:12b: 0.1500 \\ gemma4:12bWithoutUnsure: 0.1500 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.4000 \\ gemma4:12bNormalized: 0.1800 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2375 \\ averageNormalized: 0.2645 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2002-01-01-05f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2002-01-01-05l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2002-01-01-06f.png}\\[2mm] +% 2002-01-01-05f.png, 2002-01-01-05l.png, 2002-01-01-06f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2002-01-01-05f.png} \\ llava:7b: 0.5250 \\ llava:7bWithoutUnsure: 0.7500 \\ gemma4:12b: 0.5667 \\ gemma4:12bWithoutUnsure: 0.5667 \\ ministral-3:8b: 0.2000 \\ ministral-3:8bWithoutUnsure: 0.2000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 1.0000 \\ gemma4:12bNormalized: 0.6800 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.0000 \\ average: 0.4542 \\ averageNormalized: 0.5271 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2002-01-01-05l.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.1667 \\ gemma4:12bWithoutUnsure: 0.1667 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.2000 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2917 \\ averageNormalized: 0.3362 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2002-01-01-06f.png} \\ llava:7b: 0.4550 \\ llava:7bWithoutUnsure: 0.0500 \\ gemma4:12b: 0.3000 \\ gemma4:12bWithoutUnsure: 0.2000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.0667 \\ gemma4:12bNormalized: 0.2400 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.1875 \\ averageNormalized: 0.1962 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2002-01-01-07f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2002-01-01-08f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2006-01-21-00f.png}\\[2mm] +% 2002-01-01-07f.png, 2002-01-01-08f.png, 2006-01-21-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2002-01-01-07f.png} \\ llava:7b: 0.5500 \\ llava:7bWithoutUnsure: 0.7500 \\ gemma4:12b: 0.1333 \\ gemma4:12bWithoutUnsure: 0.1333 \\ ministral-3:8b: 0.2500 \\ ministral-3:8bWithoutUnsure: 0.2500 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 1.0000 \\ gemma4:12bNormalized: 0.1600 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.0962 \\ average: 0.3333 \\ averageNormalized: 0.3855 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2002-01-01-08f.png} \\ llava:7b: 0.5055 \\ llava:7bWithoutUnsure: 0.5138 \\ gemma4:12b: 0.0667 \\ gemma4:12bWithoutUnsure: 0.0667 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.1000 \\ qwen3-vl:8bWithoutUnsure: 0.1000 \\ llava:7bNormalized: 0.6850 \\ gemma4:12bNormalized: 0.0800 \\ qwen3-vl:8bNormalized: 0.1429 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2451 \\ averageNormalized: 0.2750 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2006-01-21-00f.png} \\ llava:7b: 0.4675 \\ llava:7bWithoutUnsure: 0.3917 \\ gemma4:12b: 0.0667 \\ gemma4:12bWithoutUnsure: 0.0667 \\ ministral-3:8b: 0.2000 \\ ministral-3:8bWithoutUnsure: 0.2000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.5222 \\ gemma4:12bNormalized: 0.0800 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.0000 \\ average: 0.2396 \\ averageNormalized: 0.2577 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2007-10-04-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2007-10-04-01f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2009-10-24-00f.png}\\[2mm] +% 2007-10-04-00f.png, 2007-10-04-01f.png, 2009-10-24-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2007-10-04-00f.png} \\ llava:7b: 0.4875 \\ llava:7bWithoutUnsure: 0.4583 \\ gemma4:12b: 0.2333 \\ gemma4:12bWithoutUnsure: 0.2333 \\ ministral-3:8b: 0.2000 \\ ministral-3:8bWithoutUnsure: 0.2000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.6111 \\ gemma4:12bNormalized: 0.2800 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.0000 \\ average: 0.2979 \\ averageNormalized: 0.3299 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2007-10-04-01f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.1667 \\ gemma4:12bWithoutUnsure: 0.1667 \\ ministral-3:8b: 0.2100 \\ ministral-3:8bWithoutUnsure: 0.2100 \\ qwen3-vl:8b: 0.2500 \\ qwen3-vl:8bWithoutUnsure: 0.2500 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.2000 \\ qwen3-vl:8bNormalized: 0.3571 \\ ministral-3:8bNormalized: 0.0192 \\ average: 0.2817 \\ averageNormalized: 0.3108 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2009-10-24-00f.png} \\ llava:7b: 0.5100 \\ llava:7bWithoutUnsure: 0.5500 \\ gemma4:12b: 0.4000 \\ gemma4:12bWithoutUnsure: 0.4000 \\ ministral-3:8b: 0.2000 \\ ministral-3:8bWithoutUnsure: 0.2000 \\ qwen3-vl:8b: 0.0000 \\ qwen3-vl:8bWithoutUnsure: 0.0000 \\ llava:7bNormalized: 0.7333 \\ gemma4:12bNormalized: 0.4800 \\ qwen3-vl:8bNormalized: 0.0000 \\ ministral-3:8bNormalized: 0.0000 \\ average: 0.2875 \\ averageNormalized: 0.3033 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2011-08-21-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2017-12-03-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2019-01-01-00f.png}\\[2mm] +% 2011-08-21-00f.png, 2017-12-03-00f.png, 2019-01-01-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2011-08-21-00f.png} \\ llava:7b: 0.4800 \\ llava:7bWithoutUnsure: 0.3000 \\ gemma4:12b: 0.0667 \\ gemma4:12bWithoutUnsure: 0.0667 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.4000 \\ gemma4:12bNormalized: 0.0800 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2417 \\ averageNormalized: 0.2752 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2017-12-03-00f.png} \\ llava:7b: 0.5400 \\ llava:7bWithoutUnsure: 0.7000 \\ gemma4:12b: 0.2667 \\ gemma4:12bWithoutUnsure: 0.2667 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.9333 \\ gemma4:12bNormalized: 0.3200 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3917 \\ averageNormalized: 0.4686 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2019-01-01-00f.png} \\ llava:7b: 0.4600 \\ llava:7bWithoutUnsure: 0.3000 \\ gemma4:12b: 0.0667 \\ gemma4:12bWithoutUnsure: 0.0667 \\ ministral-3:8b: 0.2000 \\ ministral-3:8bWithoutUnsure: 0.2000 \\ qwen3-vl:8b: 0.1000 \\ qwen3-vl:8bWithoutUnsure: 0.1000 \\ llava:7bNormalized: 0.4000 \\ gemma4:12bNormalized: 0.0800 \\ qwen3-vl:8bNormalized: 0.1429 \\ ministral-3:8bNormalized: 0.0000 \\ average: 0.1667 \\ averageNormalized: 0.1557 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2019-05-08-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2020-01-18-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2020-01-31-00f.png}\\[2mm] +% 2019-05-08-00f.png, 2020-01-18-00f.png, 2020-01-31-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2019-05-08-00f.png} \\ llava:7b: 0.5200 \\ llava:7bWithoutUnsure: 0.7000 \\ gemma4:12b: 0.3667 \\ gemma4:12bWithoutUnsure: 0.3667 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.9333 \\ gemma4:12bNormalized: 0.4400 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.4167 \\ averageNormalized: 0.4986 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2020-01-18-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.3167 \\ gemma4:12bWithoutUnsure: 0.3167 \\ ministral-3:8b: 0.2000 \\ ministral-3:8bWithoutUnsure: 0.2000 \\ qwen3-vl:8b: 0.1000 \\ qwen3-vl:8bWithoutUnsure: 0.1000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.3800 \\ qwen3-vl:8bNormalized: 0.1429 \\ ministral-3:8bNormalized: 0.0000 \\ average: 0.2792 \\ averageNormalized: 0.2974 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2020-01-31-00f.png} \\ llava:7b: 0.4400 \\ llava:7bWithoutUnsure: 0.2000 \\ gemma4:12b: 0.4333 \\ gemma4:12bWithoutUnsure: 0.4333 \\ ministral-3:8b: 0.2400 \\ ministral-3:8bWithoutUnsure: 0.2400 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.2667 \\ gemma4:12bNormalized: 0.5200 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.0769 \\ average: 0.2683 \\ averageNormalized: 0.2873 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2020-04-02-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2020-05-12-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2020-06-18-00f.png}\\[2mm] +% 2020-04-02-00f.png, 2020-05-12-00f.png, 2020-06-18-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2020-04-02-00f.png} \\ llava:7b: 0.4950 \\ llava:7bWithoutUnsure: 0.4833 \\ gemma4:12b: 0.5000 \\ gemma4:12bWithoutUnsure: 0.5000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.6444 \\ gemma4:12bNormalized: 0.6000 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3708 \\ averageNormalized: 0.4306 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2020-05-12-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.4000 \\ gemma4:12bWithoutUnsure: 0.4000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.4800 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3750 \\ averageNormalized: 0.4419 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2020-06-18-00f.png} \\ llava:7b: 0.4350 \\ llava:7bWithoutUnsure: 0.1750 \\ gemma4:12b: 0.4000 \\ gemma4:12bWithoutUnsure: 0.3500 \\ ministral-3:8b: 0.2000 \\ ministral-3:8bWithoutUnsure: 0.2000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.2333 \\ gemma4:12bNormalized: 0.4200 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.0000 \\ average: 0.2312 \\ averageNormalized: 0.2348 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2020-12-29-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2021-07-10-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2023-01-23-00f.png}\\[2mm] +% 2020-12-29-00f.png, 2021-07-10-00f.png, 2023-01-23-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2020-12-29-00f.png} \\ llava:7b: 0.4920 \\ llava:7bWithoutUnsure: 0.4600 \\ gemma4:12b: 0.1333 \\ gemma4:12bWithoutUnsure: 0.1333 \\ ministral-3:8b: 0.2900 \\ ministral-3:8bWithoutUnsure: 0.2900 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.6133 \\ gemma4:12bNormalized: 0.1600 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1731 \\ average: 0.2958 \\ averageNormalized: 0.3437 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2021-07-10-00f.png} \\ llava:7b: 0.4830 \\ llava:7bWithoutUnsure: 0.4150 \\ gemma4:12b: 0.3333 \\ gemma4:12bWithoutUnsure: 0.3333 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.5533 \\ gemma4:12bNormalized: 0.4000 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3371 \\ averageNormalized: 0.3936 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2023-01-23-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.2500 \\ gemma4:12bWithoutUnsure: 0.2500 \\ ministral-3:8b: 0.2000 \\ ministral-3:8bWithoutUnsure: 0.2000 \\ qwen3-vl:8b: 0.1000 \\ qwen3-vl:8bWithoutUnsure: 0.1000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.3000 \\ qwen3-vl:8bNormalized: 0.1429 \\ ministral-3:8bNormalized: 0.0000 \\ average: 0.2625 \\ averageNormalized: 0.2774 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2023-10-01-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2023-10-20-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2023-10-20-00l.png}\\[2mm] +% 2023-10-01-00f.png, 2023-10-20-00f.png, 2023-10-20-00l.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2023-10-01-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.4000 \\ gemma4:12bWithoutUnsure: 0.4000 \\ ministral-3:8b: 0.2100 \\ ministral-3:8bWithoutUnsure: 0.2100 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.4800 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.0192 \\ average: 0.3525 \\ averageNormalized: 0.3986 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2023-10-20-00f.png} \\ llava:7b: 0.5100 \\ llava:7bWithoutUnsure: 0.5500 \\ gemma4:12b: 0.1833 \\ gemma4:12bWithoutUnsure: 0.1833 \\ ministral-3:8b: 0.2000 \\ ministral-3:8bWithoutUnsure: 0.2000 \\ qwen3-vl:8b: 0.1000 \\ qwen3-vl:8bWithoutUnsure: 0.1000 \\ llava:7bNormalized: 0.7333 \\ gemma4:12bNormalized: 0.2200 \\ qwen3-vl:8bNormalized: 0.1429 \\ ministral-3:8bNormalized: 0.0000 \\ average: 0.2583 \\ averageNormalized: 0.2740 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2023-10-20-00l.png} \\ llava:7b: 0.4500 \\ llava:7bWithoutUnsure: 0.3333 \\ gemma4:12b: 0.2333 \\ gemma4:12bWithoutUnsure: 0.2333 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.4000 \\ qwen3-vl:8bWithoutUnsure: 0.4000 \\ llava:7bNormalized: 0.4444 \\ gemma4:12bNormalized: 0.2800 \\ qwen3-vl:8bNormalized: 0.5714 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3167 \\ averageNormalized: 0.3720 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2023-10-20-01f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2023-10-20-02f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2023-10-20-03f.png}\\[2mm] +% 2023-10-20-01f.png, 2023-10-20-02f.png, 2023-10-20-03f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2023-10-20-01f.png} \\ llava:7b: 0.4900 \\ llava:7bWithoutUnsure: 0.4000 \\ gemma4:12b: 0.2333 \\ gemma4:12bWithoutUnsure: 0.2333 \\ ministral-3:8b: 0.2000 \\ ministral-3:8bWithoutUnsure: 0.2000 \\ qwen3-vl:8b: 0.5000 \\ qwen3-vl:8bWithoutUnsure: 0.5000 \\ llava:7bNormalized: 0.5333 \\ gemma4:12bNormalized: 0.2800 \\ qwen3-vl:8bNormalized: 0.7143 \\ ministral-3:8bNormalized: 0.0000 \\ average: 0.3333 \\ averageNormalized: 0.3819 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2023-10-20-02f.png} \\ llava:7b: 0.4500 \\ llava:7bWithoutUnsure: 0.2500 \\ gemma4:12b: 0.4667 \\ gemma4:12bWithoutUnsure: 0.4667 \\ ministral-3:8b: 0.2000 \\ ministral-3:8bWithoutUnsure: 0.2000 \\ qwen3-vl:8b: 0.1000 \\ qwen3-vl:8bWithoutUnsure: 0.1000 \\ llava:7bNormalized: 0.3333 \\ gemma4:12bNormalized: 0.5600 \\ qwen3-vl:8bNormalized: 0.1429 \\ ministral-3:8bNormalized: 0.0000 \\ average: 0.2542 \\ averageNormalized: 0.2590 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2023-10-20-03f.png} \\ llava:7b: 0.5250 \\ llava:7bWithoutUnsure: 0.5833 \\ gemma4:12b: 0.7000 \\ gemma4:12bWithoutUnsure: 0.7000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.7778 \\ gemma4:12bNormalized: 0.8400 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.4458 \\ averageNormalized: 0.5239 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2023-10-20-04f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2023-10-20-05f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2023-11-08-00f.png}\\[2mm] +% 2023-10-20-04f.png, 2023-10-20-05f.png, 2023-11-08-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2023-10-20-04f.png} \\ llava:7b: 0.4850 \\ llava:7bWithoutUnsure: 0.3500 \\ gemma4:12b: 0.4000 \\ gemma4:12bWithoutUnsure: 0.4000 \\ ministral-3:8b: 0.2000 \\ ministral-3:8bWithoutUnsure: 0.2000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.4667 \\ gemma4:12bNormalized: 0.4800 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.0000 \\ average: 0.3125 \\ averageNormalized: 0.3438 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2023-10-20-05f.png} \\ llava:7b: 0.4780 \\ llava:7bWithoutUnsure: 0.3900 \\ gemma4:12b: 0.4333 \\ gemma4:12bWithoutUnsure: 0.4000 \\ ministral-3:8b: 0.2000 \\ ministral-3:8bWithoutUnsure: 0.2000 \\ qwen3-vl:8b: 0.0000 \\ qwen3-vl:8bWithoutUnsure: 0.0000 \\ llava:7bNormalized: 0.5200 \\ gemma4:12bNormalized: 0.4800 \\ qwen3-vl:8bNormalized: 0.0000 \\ ministral-3:8bNormalized: 0.0000 \\ average: 0.2475 \\ averageNormalized: 0.2500 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2023-11-08-00f.png} \\ llava:7b: 0.4850 \\ llava:7bWithoutUnsure: 0.4250 \\ gemma4:12b: 0.4667 \\ gemma4:12bWithoutUnsure: 0.4667 \\ ministral-3:8b: 0.2000 \\ ministral-3:8bWithoutUnsure: 0.2000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.5667 \\ gemma4:12bNormalized: 0.5600 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.0000 \\ average: 0.3229 \\ averageNormalized: 0.3531 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2023-11-12-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2023-11-12-00t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2023-11-12-01f.png}\\[2mm] +% 2023-11-12-00f.png, 2023-11-12-00t.png, 2023-11-12-01f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2023-11-12-00f.png} \\ llava:7b: 0.5250 \\ llava:7bWithoutUnsure: 0.7500 \\ gemma4:12b: 0.1667 \\ gemma4:12bWithoutUnsure: 0.1667 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 1.0000 \\ gemma4:12bNormalized: 0.2000 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3792 \\ averageNormalized: 0.4552 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2023-11-12-00t.png} \\ llava:7b: 0.4300 \\ llava:7bWithoutUnsure: 0.1500 \\ gemma4:12b: 0.6167 \\ gemma4:12bWithoutUnsure: 0.6167 \\ ministral-3:8b: 0.7000 \\ ministral-3:8bWithoutUnsure: 0.7000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.2000 \\ gemma4:12bNormalized: 0.7400 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.9615 \\ average: 0.4417 \\ averageNormalized: 0.5825 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2023-11-12-01f.png} \\ llava:7b: 0.5100 \\ llava:7bWithoutUnsure: 0.5500 \\ gemma4:12b: 0.3667 \\ gemma4:12bWithoutUnsure: 0.3000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.7333 \\ gemma4:12bNormalized: 0.3600 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3375 \\ averageNormalized: 0.3928 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2023-12-01-00l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2023-12-01-00t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2023-12-26-00f.png}\\[2mm] +% 2023-12-01-00l.png, 2023-12-01-00t.png, 2023-12-26-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2023-12-01-00l.png} \\ llava:7b: 0.4350 \\ llava:7bWithoutUnsure: 0.2833 \\ gemma4:12b: 0.2333 \\ gemma4:12bWithoutUnsure: 0.2333 \\ ministral-3:8b: 0.2900 \\ ministral-3:8bWithoutUnsure: 0.2900 \\ qwen3-vl:8b: 0.2500 \\ qwen3-vl:8bWithoutUnsure: 0.2500 \\ llava:7bNormalized: 0.3778 \\ gemma4:12bNormalized: 0.2800 \\ qwen3-vl:8bNormalized: 0.3571 \\ ministral-3:8bNormalized: 0.1731 \\ average: 0.2642 \\ averageNormalized: 0.2970 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2023-12-01-00t.png} \\ llava:7b: 0.4500 \\ llava:7bWithoutUnsure: 0.3333 \\ gemma4:12b: 0.3000 \\ gemma4:12bWithoutUnsure: 0.2000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.4444 \\ gemma4:12bNormalized: 0.2400 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2833 \\ averageNormalized: 0.3263 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2023-12-26-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.2167 \\ gemma4:12bWithoutUnsure: 0.2167 \\ ministral-3:8b: 0.2000 \\ ministral-3:8bWithoutUnsure: 0.2000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.2600 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.0000 \\ average: 0.2792 \\ averageNormalized: 0.3031 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-01-08-00t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-01-16-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-01-16-00t.png}\\[2mm] +% 2024-01-08-00t.png, 2024-01-16-00f.png, 2024-01-16-00t.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-01-08-00t.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.7767 \\ gemma4:12bWithoutUnsure: 0.7767 \\ ministral-3:8b: 0.2700 \\ ministral-3:8bWithoutUnsure: 0.2700 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.9320 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1346 \\ average: 0.4617 \\ averageNormalized: 0.5405 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-01-16-00f.png} \\ llava:7b: 0.4900 \\ llava:7bWithoutUnsure: 0.4500 \\ gemma4:12b: 0.2000 \\ gemma4:12bWithoutUnsure: 0.2000 \\ ministral-3:8b: 0.2800 \\ ministral-3:8bWithoutUnsure: 0.2800 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.6000 \\ gemma4:12bNormalized: 0.2400 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1538 \\ average: 0.3075 \\ averageNormalized: 0.3556 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-01-16-00t.png} \\ llava:7b: 0.4950 \\ llava:7bWithoutUnsure: 0.4500 \\ gemma4:12b: 0.7000 \\ gemma4:12bWithoutUnsure: 0.7000 \\ ministral-3:8b: 0.3400 \\ ministral-3:8bWithoutUnsure: 0.3400 \\ qwen3-vl:8b: 0.7000 \\ qwen3-vl:8bWithoutUnsure: 0.7000 \\ llava:7bNormalized: 0.6000 \\ gemma4:12bNormalized: 0.8400 \\ qwen3-vl:8bNormalized: 1.0000 \\ ministral-3:8bNormalized: 0.2692 \\ average: 0.5475 \\ averageNormalized: 0.6773 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-02-13-00t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-03-18-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-03-28-00f.png}\\[2mm] +% 2024-02-13-00t.png, 2024-03-18-00f.png, 2024-03-28-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-02-13-00t.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.7667 \\ gemma4:12bWithoutUnsure: 0.7667 \\ ministral-3:8b: 0.7000 \\ ministral-3:8bWithoutUnsure: 0.7000 \\ qwen3-vl:8b: 0.7000 \\ qwen3-vl:8bWithoutUnsure: 0.7000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.9200 \\ qwen3-vl:8bNormalized: 1.0000 \\ ministral-3:8bNormalized: 0.9615 \\ average: 0.6667 \\ averageNormalized: 0.8871 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-03-18-00f.png} \\ llava:7b: 0.4900 \\ llava:7bWithoutUnsure: 0.4000 \\ gemma4:12b: 0.1333 \\ gemma4:12bWithoutUnsure: 0.1333 \\ ministral-3:8b: 0.2200 \\ ministral-3:8bWithoutUnsure: 0.2200 \\ qwen3-vl:8b: 0.1000 \\ qwen3-vl:8bWithoutUnsure: 0.1000 \\ llava:7bNormalized: 0.5333 \\ gemma4:12bNormalized: 0.1600 \\ qwen3-vl:8bNormalized: 0.1429 \\ ministral-3:8bNormalized: 0.0385 \\ average: 0.2133 \\ averageNormalized: 0.2187 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-03-28-00f.png} \\ llava:7b: 0.4800 \\ llava:7bWithoutUnsure: 0.4000 \\ gemma4:12b: 0.5000 \\ gemma4:12bWithoutUnsure: 0.5000 \\ ministral-3:8b: 0.2400 \\ ministral-3:8bWithoutUnsure: 0.2400 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.5333 \\ gemma4:12bNormalized: 0.6000 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.0769 \\ average: 0.3600 \\ averageNormalized: 0.4097 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-04-10-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-04-10-00l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-04-10-01f.png}\\[2mm] +% 2024-04-10-00f.png, 2024-04-10-00l.png, 2024-04-10-01f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-04-10-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.2000 \\ gemma4:12bWithoutUnsure: 0.2000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3500 \\ qwen3-vl:8bWithoutUnsure: 0.3500 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.2400 \\ qwen3-vl:8bNormalized: 0.5000 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3375 \\ averageNormalized: 0.3997 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-04-10-00l.png} \\ llava:7b: 0.4750 \\ llava:7bWithoutUnsure: 0.2500 \\ gemma4:12b: 0.6667 \\ gemma4:12bWithoutUnsure: 0.6667 \\ ministral-3:8b: 0.2700 \\ ministral-3:8bWithoutUnsure: 0.2700 \\ qwen3-vl:8b: 0.4000 \\ qwen3-vl:8bWithoutUnsure: 0.4000 \\ llava:7bNormalized: 0.3333 \\ gemma4:12bNormalized: 0.8000 \\ qwen3-vl:8bNormalized: 0.5714 \\ ministral-3:8bNormalized: 0.1346 \\ average: 0.3967 \\ averageNormalized: 0.4598 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-04-10-01f.png} \\ llava:7b: 0.5400 \\ llava:7bWithoutUnsure: 0.7000 \\ gemma4:12b: 0.3000 \\ gemma4:12bWithoutUnsure: 0.3000 \\ ministral-3:8b: 0.2500 \\ ministral-3:8bWithoutUnsure: 0.2500 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.9333 \\ gemma4:12bNormalized: 0.3600 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.0962 \\ average: 0.3875 \\ averageNormalized: 0.4545 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-04-10-01l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-05-06-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-05-10-00t.png}\\[2mm] +% 2024-04-10-01l.png, 2024-05-06-00f.png, 2024-05-10-00t.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-04-10-01l.png} \\ llava:7b: 0.4670 \\ llava:7bWithoutUnsure: 0.3900 \\ gemma4:12b: 0.2667 \\ gemma4:12bWithoutUnsure: 0.2667 \\ ministral-3:8b: 0.2900 \\ ministral-3:8bWithoutUnsure: 0.2900 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.5200 \\ gemma4:12bNormalized: 0.3200 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1731 \\ average: 0.2867 \\ averageNormalized: 0.3247 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-05-06-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.2333 \\ gemma4:12bWithoutUnsure: 0.2333 \\ ministral-3:8b: 0.2800 \\ ministral-3:8bWithoutUnsure: 0.2800 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.2800 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1538 \\ average: 0.3033 \\ averageNormalized: 0.3466 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-05-10-00t.png} \\ llava:7b: 0.4400 \\ llava:7bWithoutUnsure: 0.2000 \\ gemma4:12b: 0.3333 \\ gemma4:12bWithoutUnsure: 0.3333 \\ ministral-3:8b: 0.7000 \\ ministral-3:8bWithoutUnsure: 0.7000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.2667 \\ gemma4:12bNormalized: 0.4000 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.9615 \\ average: 0.3833 \\ averageNormalized: 0.5142 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-05-22-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-05-22-01f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-05-24-00f.png}\\[2mm] +% 2024-05-22-00f.png, 2024-05-22-01f.png, 2024-05-24-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-05-22-00f.png} \\ llava:7b: 0.4900 \\ llava:7bWithoutUnsure: 0.4000 \\ gemma4:12b: 0.5333 \\ gemma4:12bWithoutUnsure: 0.5333 \\ ministral-3:8b: 0.5400 \\ ministral-3:8bWithoutUnsure: 0.5400 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.5333 \\ gemma4:12bNormalized: 0.6400 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.6538 \\ average: 0.4183 \\ averageNormalized: 0.5282 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-05-22-01f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.6333 \\ gemma4:12bWithoutUnsure: 0.7000 \\ ministral-3:8b: 0.2800 \\ ministral-3:8bWithoutUnsure: 0.2800 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.8400 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1538 \\ average: 0.4200 \\ averageNormalized: 0.4866 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-05-24-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.1333 \\ gemma4:12bWithoutUnsure: 0.1333 \\ ministral-3:8b: 0.2000 \\ ministral-3:8bWithoutUnsure: 0.2000 \\ qwen3-vl:8b: 0.1000 \\ qwen3-vl:8bWithoutUnsure: 0.1000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.1600 \\ qwen3-vl:8bNormalized: 0.1429 \\ ministral-3:8bNormalized: 0.0000 \\ average: 0.2333 \\ averageNormalized: 0.2424 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-05-24-01f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-05-24-02f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-05-31-00t.png}\\[2mm] +% 2024-05-24-01f.png, 2024-05-24-02f.png, 2024-05-31-00t.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-05-24-01f.png} \\ llava:7b: 0.5400 \\ llava:7bWithoutUnsure: 0.7000 \\ gemma4:12b: 0.4000 \\ gemma4:12bWithoutUnsure: 0.3500 \\ ministral-3:8b: 0.7200 \\ ministral-3:8bWithoutUnsure: 0.7200 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.9333 \\ gemma4:12bNormalized: 0.4200 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 1.0000 \\ average: 0.5175 \\ averageNormalized: 0.6955 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-05-24-02f.png} \\ llava:7b: 0.4800 \\ llava:7bWithoutUnsure: 0.3000 \\ gemma4:12b: 0.8000 \\ gemma4:12bWithoutUnsure: 0.8000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.4000 \\ gemma4:12bNormalized: 0.9600 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.4000 \\ averageNormalized: 0.4595 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-05-31-00t.png} \\ llava:7b: 0.4750 \\ llava:7bWithoutUnsure: 0.2500 \\ gemma4:12b: 0.7000 \\ gemma4:12bWithoutUnsure: 0.7000 \\ ministral-3:8b: 0.4200 \\ ministral-3:8bWithoutUnsure: 0.4200 \\ qwen3-vl:8b: 0.4000 \\ qwen3-vl:8bWithoutUnsure: 0.4000 \\ llava:7bNormalized: 0.3333 \\ gemma4:12bNormalized: 0.8400 \\ qwen3-vl:8bNormalized: 0.5714 \\ ministral-3:8bNormalized: 0.4231 \\ average: 0.4425 \\ averageNormalized: 0.5420 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-05-31-01t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-06-05-00t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-06-07-00f.png}\\[2mm] +% 2024-05-31-01t.png, 2024-06-05-00t.png, 2024-06-07-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-05-31-01t.png} \\ llava:7b: 0.4850 \\ llava:7bWithoutUnsure: 0.3500 \\ gemma4:12b: 0.6333 \\ gemma4:12bWithoutUnsure: 0.6333 \\ ministral-3:8b: 0.7000 \\ ministral-3:8bWithoutUnsure: 0.7000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.4667 \\ gemma4:12bNormalized: 0.7600 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.9615 \\ average: 0.4708 \\ averageNormalized: 0.6185 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-06-05-00t.png} \\ llava:7b: 0.4400 \\ llava:7bWithoutUnsure: 0.2000 \\ gemma4:12b: 0.7333 \\ gemma4:12bWithoutUnsure: 0.7333 \\ ministral-3:8b: 0.7000 \\ ministral-3:8bWithoutUnsure: 0.7000 \\ qwen3-vl:8b: 0.5000 \\ qwen3-vl:8bWithoutUnsure: 0.5000 \\ llava:7bNormalized: 0.2667 \\ gemma4:12bNormalized: 0.8800 \\ qwen3-vl:8bNormalized: 0.7143 \\ ministral-3:8bNormalized: 0.9615 \\ average: 0.5333 \\ averageNormalized: 0.7056 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-06-07-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.7833 \\ gemma4:12bWithoutUnsure: 0.7833 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.5000 \\ qwen3-vl:8bWithoutUnsure: 0.5000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.9400 \\ qwen3-vl:8bNormalized: 0.7143 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.5208 \\ averageNormalized: 0.6283 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-06-07-00t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-06-07-01t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-06-07-02t.png}\\[2mm] +% 2024-06-07-00t.png, 2024-06-07-01t.png, 2024-06-07-02t.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-06-07-00t.png} \\ llava:7b: 0.5350 \\ llava:7bWithoutUnsure: 0.6750 \\ gemma4:12b: 0.4667 \\ gemma4:12bWithoutUnsure: 0.4667 \\ ministral-3:8b: 0.6200 \\ ministral-3:8bWithoutUnsure: 0.6200 \\ qwen3-vl:8b: 0.4000 \\ qwen3-vl:8bWithoutUnsure: 0.4000 \\ llava:7bNormalized: 0.9000 \\ gemma4:12bNormalized: 0.5600 \\ qwen3-vl:8bNormalized: 0.5714 \\ ministral-3:8bNormalized: 0.8077 \\ average: 0.5404 \\ averageNormalized: 0.7098 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-06-07-01t.png} \\ llava:7b: 0.4850 \\ llava:7bWithoutUnsure: 0.3500 \\ gemma4:12b: 0.7500 \\ gemma4:12bWithoutUnsure: 0.7500 \\ ministral-3:8b: 0.3500 \\ ministral-3:8bWithoutUnsure: 0.3500 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.4667 \\ gemma4:12bNormalized: 0.9000 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.2885 \\ average: 0.4375 \\ averageNormalized: 0.5209 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-06-07-02t.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.7667 \\ gemma4:12bWithoutUnsure: 0.7667 \\ ministral-3:8b: 0.5400 \\ ministral-3:8bWithoutUnsure: 0.5400 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.9200 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.6538 \\ average: 0.5267 \\ averageNormalized: 0.6673 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-06-10-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-06-11-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-06-12-00f.png}\\[2mm] +% 2024-06-10-00f.png, 2024-06-11-00f.png, 2024-06-12-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-06-10-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.0000 \\ gemma4:12bWithoutUnsure: 0.0000 \\ ministral-3:8b: 0.2500 \\ ministral-3:8bWithoutUnsure: 0.2500 \\ qwen3-vl:8b: 0.5000 \\ qwen3-vl:8bWithoutUnsure: 0.5000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.0000 \\ qwen3-vl:8bNormalized: 0.7143 \\ ministral-3:8bNormalized: 0.0962 \\ average: 0.3125 \\ averageNormalized: 0.3693 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-06-11-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.5000 \\ gemma4:12bWithoutUnsure: 0.5000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.6000 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.4000 \\ averageNormalized: 0.4719 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-06-12-00f.png} \\ llava:7b: 0.4550 \\ llava:7bWithoutUnsure: 0.3500 \\ gemma4:12b: 0.3667 \\ gemma4:12bWithoutUnsure: 0.3667 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.4667 \\ gemma4:12bNormalized: 0.4400 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3292 \\ averageNormalized: 0.3819 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-06-12-00l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-06-13-00l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-06-21-00f.png}\\[2mm] +% 2024-06-12-00l.png, 2024-06-13-00l.png, 2024-06-21-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-06-12-00l.png} \\ llava:7b: 0.4950 \\ llava:7bWithoutUnsure: 0.4500 \\ gemma4:12b: 0.1667 \\ gemma4:12bWithoutUnsure: 0.1667 \\ ministral-3:8b: 0.2900 \\ ministral-3:8bWithoutUnsure: 0.2900 \\ qwen3-vl:8b: 0.1000 \\ qwen3-vl:8bWithoutUnsure: 0.1000 \\ llava:7bNormalized: 0.6000 \\ gemma4:12bNormalized: 0.2000 \\ qwen3-vl:8bNormalized: 0.1429 \\ ministral-3:8bNormalized: 0.1731 \\ average: 0.2517 \\ averageNormalized: 0.2790 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-06-13-00l.png} \\ llava:7b: 0.4000 \\ llava:7bWithoutUnsure: 0.1667 \\ gemma4:12b: 0.0667 \\ gemma4:12bWithoutUnsure: 0.0667 \\ ministral-3:8b: 0.2500 \\ ministral-3:8bWithoutUnsure: 0.2500 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.2222 \\ gemma4:12bNormalized: 0.0800 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.0962 \\ average: 0.1708 \\ averageNormalized: 0.1710 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-06-21-00f.png} \\ llava:7b: 0.4800 \\ llava:7bWithoutUnsure: 0.3000 \\ gemma4:12b: 0.2500 \\ gemma4:12bWithoutUnsure: 0.2500 \\ ministral-3:8b: 0.2600 \\ ministral-3:8bWithoutUnsure: 0.2600 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.4000 \\ gemma4:12bNormalized: 0.3000 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1154 \\ average: 0.2775 \\ averageNormalized: 0.3110 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-06-21-00l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-07-26-00t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-07-29-00f.png}\\[2mm] +% 2024-06-21-00l.png, 2024-07-26-00t.png, 2024-07-29-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-06-21-00l.png} \\ llava:7b: 0.4563 \\ llava:7bWithoutUnsure: 0.3542 \\ gemma4:12b: 0.3000 \\ gemma4:12bWithoutUnsure: 0.3000 \\ ministral-3:8b: 0.6600 \\ ministral-3:8bWithoutUnsure: 0.6600 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.4723 \\ gemma4:12bNormalized: 0.3600 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.8846 \\ average: 0.4036 \\ averageNormalized: 0.5364 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-07-26-00t.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.0667 \\ gemma4:12bWithoutUnsure: 0.0667 \\ ministral-3:8b: 0.2900 \\ ministral-3:8bWithoutUnsure: 0.2900 \\ qwen3-vl:8b: 0.0000 \\ qwen3-vl:8bWithoutUnsure: 0.0000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.0800 \\ qwen3-vl:8bNormalized: 0.0000 \\ ministral-3:8bNormalized: 0.1731 \\ average: 0.2142 \\ averageNormalized: 0.2299 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-07-29-00f.png} \\ llava:7b: 0.4750 \\ llava:7bWithoutUnsure: 0.2500 \\ gemma4:12b: 0.1333 \\ gemma4:12bWithoutUnsure: 0.1333 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.5000 \\ qwen3-vl:8bWithoutUnsure: 0.5000 \\ llava:7bNormalized: 0.3333 \\ gemma4:12bNormalized: 0.1600 \\ qwen3-vl:8bNormalized: 0.7143 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2958 \\ averageNormalized: 0.3500 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-07-29-00l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-07-31-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-07-31-00t.png}\\[2mm] +% 2024-07-29-00l.png, 2024-07-31-00f.png, 2024-07-31-00t.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-07-29-00l.png} \\ llava:7b: 0.4800 \\ llava:7bWithoutUnsure: 0.3000 \\ gemma4:12b: 0.2167 \\ gemma4:12bWithoutUnsure: 0.2167 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.4000 \\ gemma4:12bNormalized: 0.2600 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2792 \\ averageNormalized: 0.3202 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-07-31-00f.png} \\ llava:7b: 0.5200 \\ llava:7bWithoutUnsure: 0.7000 \\ gemma4:12b: 0.2667 \\ gemma4:12bWithoutUnsure: 0.2667 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.9333 \\ gemma4:12bNormalized: 0.3200 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3667 \\ averageNormalized: 0.4328 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-07-31-00t.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.7667 \\ gemma4:12bWithoutUnsure: 0.7667 \\ ministral-3:8b: 0.7000 \\ ministral-3:8bWithoutUnsure: 0.7000 \\ qwen3-vl:8b: 0.4000 \\ qwen3-vl:8bWithoutUnsure: 0.4000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.9200 \\ qwen3-vl:8bNormalized: 0.5714 \\ ministral-3:8bNormalized: 0.9615 \\ average: 0.5917 \\ averageNormalized: 0.7799 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-08-14-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-08-16-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-08-30-00f.png}\\[2mm] +% 2024-08-14-00f.png, 2024-08-16-00f.png, 2024-08-30-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-08-14-00f.png} \\ llava:7b: 0.4930 \\ llava:7bWithoutUnsure: 0.4300 \\ gemma4:12b: 0.6000 \\ gemma4:12bWithoutUnsure: 0.6000 \\ ministral-3:8b: 0.2400 \\ ministral-3:8bWithoutUnsure: 0.2400 \\ qwen3-vl:8b: 0.1000 \\ qwen3-vl:8bWithoutUnsure: 0.1000 \\ llava:7bNormalized: 0.5733 \\ gemma4:12bNormalized: 0.7200 \\ qwen3-vl:8bNormalized: 0.1429 \\ ministral-3:8bNormalized: 0.0769 \\ average: 0.3425 \\ averageNormalized: 0.3783 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-08-16-00f.png} \\ llava:7b: 0.4650 \\ llava:7bWithoutUnsure: 0.3250 \\ gemma4:12b: 0.5667 \\ gemma4:12bWithoutUnsure: 0.6000 \\ ministral-3:8b: 0.2600 \\ ministral-3:8bWithoutUnsure: 0.2600 \\ qwen3-vl:8b: 0.0000 \\ qwen3-vl:8bWithoutUnsure: 0.0000 \\ llava:7bNormalized: 0.4333 \\ gemma4:12bNormalized: 0.7200 \\ qwen3-vl:8bNormalized: 0.0000 \\ ministral-3:8bNormalized: 0.1154 \\ average: 0.2963 \\ averageNormalized: 0.3172 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-08-30-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.2000 \\ gemma4:12bWithoutUnsure: 0.2000 \\ ministral-3:8b: 0.2900 \\ ministral-3:8bWithoutUnsure: 0.2900 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.2400 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1731 \\ average: 0.2975 \\ averageNormalized: 0.3414 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-08-30-00l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-08-30-00t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-09-01-00t.png}\\[2mm] +% 2024-08-30-00l.png, 2024-08-30-00t.png, 2024-09-01-00t.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-08-30-00l.png} \\ llava:7b: 0.4550 \\ llava:7bWithoutUnsure: 0.2750 \\ gemma4:12b: 0.4000 \\ gemma4:12bWithoutUnsure: 0.4000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.4000 \\ qwen3-vl:8bWithoutUnsure: 0.4000 \\ llava:7bNormalized: 0.3667 \\ gemma4:12bNormalized: 0.4800 \\ qwen3-vl:8bNormalized: 0.5714 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3438 \\ averageNormalized: 0.4026 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-08-30-00t.png} \\ llava:7b: 0.4800 \\ llava:7bWithoutUnsure: 0.4000 \\ gemma4:12b: 0.8000 \\ gemma4:12bWithoutUnsure: 0.8000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.0000 \\ qwen3-vl:8bWithoutUnsure: 0.0000 \\ llava:7bNormalized: 0.5333 \\ gemma4:12bNormalized: 0.9600 \\ qwen3-vl:8bNormalized: 0.0000 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3750 \\ averageNormalized: 0.4214 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-09-01-00t.png} \\ llava:7b: 0.5100 \\ llava:7bWithoutUnsure: 0.5500 \\ gemma4:12b: 0.7667 \\ gemma4:12bWithoutUnsure: 0.7667 \\ ministral-3:8b: 0.7000 \\ ministral-3:8bWithoutUnsure: 0.7000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.7333 \\ gemma4:12bNormalized: 0.9200 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.9615 \\ average: 0.5542 \\ averageNormalized: 0.7251 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-09-02-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-09-02-00t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-09-03-00l.png}\\[2mm] +% 2024-09-02-00f.png, 2024-09-02-00t.png, 2024-09-03-00l.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-09-02-00f.png} \\ llava:7b: 0.4900 \\ llava:7bWithoutUnsure: 0.4000 \\ gemma4:12b: 0.3000 \\ gemma4:12bWithoutUnsure: 0.3000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.4000 \\ qwen3-vl:8bWithoutUnsure: 0.4000 \\ llava:7bNormalized: 0.5333 \\ gemma4:12bNormalized: 0.3600 \\ qwen3-vl:8bNormalized: 0.5714 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3500 \\ averageNormalized: 0.4143 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-09-02-00t.png} \\ llava:7b: 0.4950 \\ llava:7bWithoutUnsure: 0.4500 \\ gemma4:12b: 0.5667 \\ gemma4:12bWithoutUnsure: 0.5667 \\ ministral-3:8b: 0.7000 \\ ministral-3:8bWithoutUnsure: 0.7000 \\ qwen3-vl:8b: 0.4000 \\ qwen3-vl:8bWithoutUnsure: 0.4000 \\ llava:7bNormalized: 0.6000 \\ gemma4:12bNormalized: 0.6800 \\ qwen3-vl:8bNormalized: 0.5714 \\ ministral-3:8bNormalized: 0.9615 \\ average: 0.5292 \\ averageNormalized: 0.7032 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-09-03-00l.png} \\ llava:7b: 0.4520 \\ llava:7bWithoutUnsure: 0.3800 \\ gemma4:12b: 0.1667 \\ gemma4:12bWithoutUnsure: 0.1667 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.5067 \\ gemma4:12bNormalized: 0.2000 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2617 \\ averageNormalized: 0.2962 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-09-04-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-09-04-00l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-09-04-00t.png}\\[2mm] +% 2024-09-04-00f.png, 2024-09-04-00l.png, 2024-09-04-00t.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-09-04-00f.png} \\ llava:7b: 0.4800 \\ llava:7bWithoutUnsure: 0.3000 \\ gemma4:12b: 0.4667 \\ gemma4:12bWithoutUnsure: 0.4667 \\ ministral-3:8b: 0.2800 \\ ministral-3:8bWithoutUnsure: 0.2800 \\ qwen3-vl:8b: 0.0000 \\ qwen3-vl:8bWithoutUnsure: 0.0000 \\ llava:7bNormalized: 0.4000 \\ gemma4:12bNormalized: 0.5600 \\ qwen3-vl:8bNormalized: 0.0000 \\ ministral-3:8bNormalized: 0.1538 \\ average: 0.2617 \\ averageNormalized: 0.2785 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-09-04-00l.png} \\ llava:7b: 0.4200 \\ llava:7bWithoutUnsure: 0.1000 \\ gemma4:12b: 0.2167 \\ gemma4:12bWithoutUnsure: 0.2167 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.1333 \\ gemma4:12bNormalized: 0.2600 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2292 \\ averageNormalized: 0.2536 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-09-04-00t.png} \\ llava:7b: 0.4450 \\ llava:7bWithoutUnsure: 0.2250 \\ gemma4:12b: 0.6667 \\ gemma4:12bWithoutUnsure: 0.6667 \\ ministral-3:8b: 0.2900 \\ ministral-3:8bWithoutUnsure: 0.2900 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.3000 \\ gemma4:12bNormalized: 0.8000 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1731 \\ average: 0.3454 \\ averageNormalized: 0.3897 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-09-23-00l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-09-30-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-09-30-00t.png}\\[2mm] +% 2024-09-23-00l.png, 2024-09-30-00f.png, 2024-09-30-00t.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-09-23-00l.png} \\ llava:7b: 0.4990 \\ llava:7bWithoutUnsure: 0.4900 \\ gemma4:12b: 0.2167 \\ gemma4:12bWithoutUnsure: 0.2167 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.6533 \\ gemma4:12bNormalized: 0.2600 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3267 \\ averageNormalized: 0.3836 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-09-30-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.2000 \\ gemma4:12bWithoutUnsure: 0.2000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.2400 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3250 \\ averageNormalized: 0.3819 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-09-30-00t.png} \\ llava:7b: 0.4850 \\ llava:7bWithoutUnsure: 0.3500 \\ gemma4:12b: 0.5000 \\ gemma4:12bWithoutUnsure: 0.5000 \\ ministral-3:8b: 0.7000 \\ ministral-3:8bWithoutUnsure: 0.7000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.4667 \\ gemma4:12bNormalized: 0.6000 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.9615 \\ average: 0.4625 \\ averageNormalized: 0.6142 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-10-02-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-10-02-00l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-10-02-01l.png}\\[2mm] +% 2024-10-02-00f.png, 2024-10-02-00l.png, 2024-10-02-01l.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-10-02-00f.png} \\ llava:7b: 0.4700 \\ llava:7bWithoutUnsure: 0.3500 \\ gemma4:12b: 0.4667 \\ gemma4:12bWithoutUnsure: 0.4500 \\ ministral-3:8b: 0.2800 \\ ministral-3:8bWithoutUnsure: 0.2800 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.4667 \\ gemma4:12bNormalized: 0.5400 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1538 \\ average: 0.3200 \\ averageNormalized: 0.3616 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-10-02-00l.png} \\ llava:7b: 0.4690 \\ llava:7bWithoutUnsure: 0.3967 \\ gemma4:12b: 0.2000 \\ gemma4:12bWithoutUnsure: 0.2000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.4000 \\ qwen3-vl:8bWithoutUnsure: 0.4000 \\ llava:7bNormalized: 0.5289 \\ gemma4:12bNormalized: 0.2400 \\ qwen3-vl:8bNormalized: 0.5714 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3242 \\ averageNormalized: 0.3832 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-10-02-01l.png} \\ llava:7b: 0.4930 \\ llava:7bWithoutUnsure: 0.4650 \\ gemma4:12b: 0.2167 \\ gemma4:12bWithoutUnsure: 0.2167 \\ ministral-3:8b: 0.2900 \\ ministral-3:8bWithoutUnsure: 0.2900 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.6200 \\ gemma4:12bNormalized: 0.2600 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1731 \\ average: 0.2929 \\ averageNormalized: 0.3347 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-10-16-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-10-22-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-10-22-00t.png}\\[2mm] +% 2024-10-16-00f.png, 2024-10-22-00f.png, 2024-10-22-00t.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-10-16-00f.png} \\ llava:7b: 0.4900 \\ llava:7bWithoutUnsure: 0.4000 \\ gemma4:12b: 0.2667 \\ gemma4:12bWithoutUnsure: 0.1500 \\ ministral-3:8b: 0.2000 \\ ministral-3:8bWithoutUnsure: 0.2000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.5333 \\ gemma4:12bNormalized: 0.1800 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.0000 \\ average: 0.2375 \\ averageNormalized: 0.2498 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-10-22-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.1667 \\ gemma4:12bWithoutUnsure: 0.1667 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.2000 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3167 \\ averageNormalized: 0.3719 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-10-22-00t.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.6333 \\ gemma4:12bWithoutUnsure: 0.7000 \\ ministral-3:8b: 0.2000 \\ ministral-3:8bWithoutUnsure: 0.2000 \\ qwen3-vl:8b: 0.4000 \\ qwen3-vl:8bWithoutUnsure: 0.4000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.8400 \\ qwen3-vl:8bNormalized: 0.5714 \\ ministral-3:8bNormalized: 0.0000 \\ average: 0.4500 \\ averageNormalized: 0.5195 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-11-27-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-11-27-00l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-11-27-00t.png}\\[2mm] +% 2024-11-27-00f.png, 2024-11-27-00l.png, 2024-11-27-00t.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-11-27-00f.png} \\ llava:7b: 0.4970 \\ llava:7bWithoutUnsure: 0.4850 \\ gemma4:12b: 0.1333 \\ gemma4:12bWithoutUnsure: 0.1333 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.6467 \\ gemma4:12bNormalized: 0.1600 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3046 \\ averageNormalized: 0.3569 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-11-27-00l.png} \\ llava:7b: 0.5200 \\ llava:7bWithoutUnsure: 0.6000 \\ gemma4:12b: 0.2667 \\ gemma4:12bWithoutUnsure: 0.2667 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.8000 \\ gemma4:12bNormalized: 0.3200 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3417 \\ averageNormalized: 0.3995 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-11-27-00t.png} \\ llava:7b: 0.5250 \\ llava:7bWithoutUnsure: 0.7500 \\ gemma4:12b: 0.8000 \\ gemma4:12bWithoutUnsure: 0.8000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 1.0000 \\ gemma4:12bNormalized: 0.9600 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.5375 \\ averageNormalized: 0.6452 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-11-29-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-11-30-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-12-02-00f.png}\\[2mm] +% 2024-11-29-00f.png, 2024-11-30-00f.png, 2024-12-02-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-11-29-00f.png} \\ llava:7b: 0.4750 \\ llava:7bWithoutUnsure: 0.2500 \\ gemma4:12b: 0.6667 \\ gemma4:12bWithoutUnsure: 0.6667 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.3333 \\ gemma4:12bNormalized: 0.8000 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3542 \\ averageNormalized: 0.4028 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-11-30-00f.png} \\ llava:7b: 0.4500 \\ llava:7bWithoutUnsure: 0.0000 \\ gemma4:12b: 0.3167 \\ gemma4:12bWithoutUnsure: 0.3167 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.1000 \\ qwen3-vl:8bWithoutUnsure: 0.1000 \\ llava:7bNormalized: 0.0000 \\ gemma4:12bNormalized: 0.3800 \\ qwen3-vl:8bNormalized: 0.1429 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.1792 \\ averageNormalized: 0.1788 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-12-02-00f.png} \\ llava:7b: 0.4700 \\ llava:7bWithoutUnsure: 0.2000 \\ gemma4:12b: 0.2167 \\ gemma4:12bWithoutUnsure: 0.2167 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.2667 \\ gemma4:12bNormalized: 0.2600 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2542 \\ averageNormalized: 0.2869 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-12-02-00l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-12-02-00t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-12-18-00f.png}\\[2mm] +% 2024-12-02-00l.png, 2024-12-02-00t.png, 2024-12-18-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-12-02-00l.png} \\ llava:7b: 0.4536 \\ llava:7bWithoutUnsure: 0.0360 \\ gemma4:12b: 0.1667 \\ gemma4:12bWithoutUnsure: 0.1667 \\ ministral-3:8b: 0.2800 \\ ministral-3:8bWithoutUnsure: 0.2800 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.0480 \\ gemma4:12bNormalized: 0.2000 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1538 \\ average: 0.1957 \\ averageNormalized: 0.2076 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-12-02-00t.png} \\ llava:7b: 0.4600 \\ llava:7bWithoutUnsure: 0.3000 \\ gemma4:12b: 0.3667 \\ gemma4:12bWithoutUnsure: 0.3667 \\ ministral-3:8b: 0.5400 \\ ministral-3:8bWithoutUnsure: 0.5400 \\ qwen3-vl:8b: 0.1000 \\ qwen3-vl:8bWithoutUnsure: 0.1000 \\ llava:7bNormalized: 0.4000 \\ gemma4:12bNormalized: 0.4400 \\ qwen3-vl:8bNormalized: 0.1429 \\ ministral-3:8bNormalized: 0.6538 \\ average: 0.3267 \\ averageNormalized: 0.4092 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-12-18-00f.png} \\ llava:7b: 0.4700 \\ llava:7bWithoutUnsure: 0.3500 \\ gemma4:12b: 0.1667 \\ gemma4:12bWithoutUnsure: 0.1667 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.1000 \\ qwen3-vl:8bWithoutUnsure: 0.1000 \\ llava:7bNormalized: 0.4667 \\ gemma4:12bNormalized: 0.2000 \\ qwen3-vl:8bNormalized: 0.1429 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2292 \\ averageNormalized: 0.2505 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-12-18-00l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-12-18-00t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-12-30-00f.png}\\[2mm] +% 2024-12-18-00l.png, 2024-12-18-00t.png, 2024-12-30-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-12-18-00l.png} \\ llava:7b: 0.4600 \\ llava:7bWithoutUnsure: 0.3667 \\ gemma4:12b: 0.1333 \\ gemma4:12bWithoutUnsure: 0.1333 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.4889 \\ gemma4:12bNormalized: 0.1600 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2750 \\ averageNormalized: 0.3174 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-12-18-00t.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.1000 \\ gemma4:12bWithoutUnsure: 0.1000 \\ ministral-3:8b: 0.4600 \\ ministral-3:8bWithoutUnsure: 0.4600 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.1200 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.5000 \\ average: 0.3400 \\ averageNormalized: 0.4288 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-12-30-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.4000 \\ gemma4:12bWithoutUnsure: 0.3500 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.4200 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3375 \\ averageNormalized: 0.3912 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-12-30-00l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2024-12-30-00t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-01-03-00f.png}\\[2mm] +% 2024-12-30-00l.png, 2024-12-30-00t.png, 2025-01-03-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-12-30-00l.png} \\ llava:7b: 0.4900 \\ llava:7bWithoutUnsure: 0.4000 \\ gemma4:12b: 0.3833 \\ gemma4:12bWithoutUnsure: 0.3833 \\ ministral-3:8b: 0.2800 \\ ministral-3:8bWithoutUnsure: 0.2800 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.5333 \\ gemma4:12bNormalized: 0.4600 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1538 \\ average: 0.3408 \\ averageNormalized: 0.3939 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2024-12-30-00t.png} \\ llava:7b: 0.4950 \\ llava:7bWithoutUnsure: 0.4500 \\ gemma4:12b: 0.7000 \\ gemma4:12bWithoutUnsure: 0.7000 \\ ministral-3:8b: 0.6600 \\ ministral-3:8bWithoutUnsure: 0.6600 \\ qwen3-vl:8b: 0.1000 \\ qwen3-vl:8bWithoutUnsure: 0.1000 \\ llava:7bNormalized: 0.6000 \\ gemma4:12bNormalized: 0.8400 \\ qwen3-vl:8bNormalized: 0.1429 \\ ministral-3:8bNormalized: 0.8846 \\ average: 0.4775 \\ averageNormalized: 0.6169 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-01-03-00f.png} \\ llava:7b: 0.4800 \\ llava:7bWithoutUnsure: 0.3000 \\ gemma4:12b: 0.3333 \\ gemma4:12bWithoutUnsure: 0.2500 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.4000 \\ gemma4:12bNormalized: 0.3000 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2875 \\ averageNormalized: 0.3302 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-02-13-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-02-14-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-02-14-00t.png}\\[2mm] +% 2025-02-13-00f.png, 2025-02-14-00f.png, 2025-02-14-00t.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-02-13-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.5333 \\ gemma4:12bWithoutUnsure: 0.5500 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.6600 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3875 \\ averageNormalized: 0.4512 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-02-14-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.5333 \\ gemma4:12bWithoutUnsure: 0.5500 \\ ministral-3:8b: 0.2700 \\ ministral-3:8bWithoutUnsure: 0.2700 \\ qwen3-vl:8b: 0.1000 \\ qwen3-vl:8bWithoutUnsure: 0.1000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.6600 \\ qwen3-vl:8bNormalized: 0.1429 \\ ministral-3:8bNormalized: 0.1346 \\ average: 0.3550 \\ averageNormalized: 0.4010 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-02-14-00t.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.8333 \\ gemma4:12bWithoutUnsure: 0.8333 \\ ministral-3:8b: 0.7000 \\ ministral-3:8bWithoutUnsure: 0.7000 \\ qwen3-vl:8b: 0.5000 \\ qwen3-vl:8bWithoutUnsure: 0.5000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 1.0000 \\ qwen3-vl:8bNormalized: 0.7143 \\ ministral-3:8bNormalized: 0.9615 \\ average: 0.6333 \\ averageNormalized: 0.8356 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-03-03-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-03-03-00t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-03-10-00f.png}\\[2mm] +% 2025-03-03-00f.png, 2025-03-03-00t.png, 2025-03-10-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-03-03-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.4333 \\ gemma4:12bWithoutUnsure: 0.4000 \\ ministral-3:8b: 0.2300 \\ ministral-3:8bWithoutUnsure: 0.2300 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.4800 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.0577 \\ average: 0.3325 \\ averageNormalized: 0.3725 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-03-03-00t.png} \\ llava:7b: 0.4970 \\ llava:7bWithoutUnsure: 0.4700 \\ gemma4:12b: 0.2000 \\ gemma4:12bWithoutUnsure: 0.2000 \\ ministral-3:8b: 0.7000 \\ ministral-3:8bWithoutUnsure: 0.7000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.6267 \\ gemma4:12bNormalized: 0.2400 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.9615 \\ average: 0.4175 \\ averageNormalized: 0.5642 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-03-10-00f.png} \\ llava:7b: 0.4800 \\ llava:7bWithoutUnsure: 0.3000 \\ gemma4:12b: 0.3833 \\ gemma4:12bWithoutUnsure: 0.3833 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.4000 \\ gemma4:12bNormalized: 0.4600 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2958 \\ averageNormalized: 0.3345 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-03-10-00l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-03-10-00t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-04-09-00f.png}\\[2mm] +% 2025-03-10-00l.png, 2025-03-10-00t.png, 2025-04-09-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-03-10-00l.png} \\ llava:7b: 0.4900 \\ llava:7bWithoutUnsure: 0.4000 \\ gemma4:12b: 0.1000 \\ gemma4:12bWithoutUnsure: 0.1000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.5333 \\ gemma4:12bNormalized: 0.1200 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2750 \\ averageNormalized: 0.3186 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-03-10-00t.png} \\ llava:7b: 0.4700 \\ llava:7bWithoutUnsure: 0.2000 \\ gemma4:12b: 0.0667 \\ gemma4:12bWithoutUnsure: 0.0667 \\ ministral-3:8b: 0.7000 \\ ministral-3:8bWithoutUnsure: 0.7000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.2667 \\ gemma4:12bNormalized: 0.0800 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.9615 \\ average: 0.2917 \\ averageNormalized: 0.3985 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-04-09-00f.png} \\ llava:7b: 0.4700 \\ llava:7bWithoutUnsure: 0.2000 \\ gemma4:12b: 0.4667 \\ gemma4:12bWithoutUnsure: 0.4667 \\ ministral-3:8b: 0.2500 \\ ministral-3:8bWithoutUnsure: 0.2500 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.2667 \\ gemma4:12bNormalized: 0.5600 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.0962 \\ average: 0.2792 \\ averageNormalized: 0.3021 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-04-09-00l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-04-11-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-04-11-01f.png}\\[2mm] +% 2025-04-09-00l.png, 2025-04-11-00f.png, 2025-04-11-01f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-04-09-00l.png} \\ llava:7b: 0.4900 \\ llava:7bWithoutUnsure: 0.4000 \\ gemma4:12b: 0.5333 \\ gemma4:12bWithoutUnsure: 0.5333 \\ ministral-3:8b: 0.2900 \\ ministral-3:8bWithoutUnsure: 0.2900 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.5333 \\ gemma4:12bNormalized: 0.6400 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1731 \\ average: 0.3558 \\ averageNormalized: 0.4080 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-04-11-00f.png} \\ llava:7b: 0.5050 \\ llava:7bWithoutUnsure: 0.5250 \\ gemma4:12b: 0.3667 \\ gemma4:12bWithoutUnsure: 0.3667 \\ ministral-3:8b: 0.2800 \\ ministral-3:8bWithoutUnsure: 0.2800 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.7000 \\ gemma4:12bNormalized: 0.4400 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1538 \\ average: 0.3429 \\ averageNormalized: 0.3949 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-04-11-01f.png} \\ llava:7b: 0.4700 \\ llava:7bWithoutUnsure: 0.4000 \\ gemma4:12b: 0.2667 \\ gemma4:12bWithoutUnsure: 0.2667 \\ ministral-3:8b: 0.2400 \\ ministral-3:8bWithoutUnsure: 0.2400 \\ qwen3-vl:8b: 0.1000 \\ qwen3-vl:8bWithoutUnsure: 0.1000 \\ llava:7bNormalized: 0.5333 \\ gemma4:12bNormalized: 0.3200 \\ qwen3-vl:8bNormalized: 0.1429 \\ ministral-3:8bNormalized: 0.0769 \\ average: 0.2517 \\ averageNormalized: 0.2683 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-04-25-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-06-13-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-06-23-00f.png}\\[2mm] +% 2025-04-25-00f.png, 2025-06-13-00f.png, 2025-06-23-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-04-25-00f.png} \\ llava:7b: 0.4800 \\ llava:7bWithoutUnsure: 0.3000 \\ gemma4:12b: 0.3333 \\ gemma4:12bWithoutUnsure: 0.3333 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.4000 \\ gemma4:12bNormalized: 0.4000 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3083 \\ averageNormalized: 0.3552 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-06-13-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.1167 \\ gemma4:12bWithoutUnsure: 0.1167 \\ ministral-3:8b: 0.2100 \\ ministral-3:8bWithoutUnsure: 0.2100 \\ qwen3-vl:8b: 0.0000 \\ qwen3-vl:8bWithoutUnsure: 0.0000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.1400 \\ qwen3-vl:8bNormalized: 0.0000 \\ ministral-3:8bNormalized: 0.0192 \\ average: 0.2067 \\ averageNormalized: 0.2065 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-06-23-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.3000 \\ gemma4:12bWithoutUnsure: 0.3000 \\ ministral-3:8b: 0.2900 \\ ministral-3:8bWithoutUnsure: 0.2900 \\ qwen3-vl:8b: 0.5000 \\ qwen3-vl:8bWithoutUnsure: 0.5000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.3600 \\ qwen3-vl:8bNormalized: 0.7143 \\ ministral-3:8bNormalized: 0.1731 \\ average: 0.3975 \\ averageNormalized: 0.4785 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-07-21-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-09-02-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-09-02-00l.png}\\[2mm] +% 2025-07-21-00f.png, 2025-09-02-00f.png, 2025-09-02-00l.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-07-21-00f.png} \\ llava:7b: 0.5250 \\ llava:7bWithoutUnsure: 0.7500 \\ gemma4:12b: 0.4333 \\ gemma4:12bWithoutUnsure: 0.4333 \\ ministral-3:8b: 0.2900 \\ ministral-3:8bWithoutUnsure: 0.2900 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 1.0000 \\ gemma4:12bNormalized: 0.5200 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1731 \\ average: 0.4183 \\ averageNormalized: 0.4947 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-09-02-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.3667 \\ gemma4:12bWithoutUnsure: 0.3000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.1000 \\ qwen3-vl:8bWithoutUnsure: 0.1000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.3600 \\ qwen3-vl:8bNormalized: 0.1429 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3000 \\ averageNormalized: 0.3405 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-09-02-00l.png} \\ llava:7b: 0.4585 \\ llava:7bWithoutUnsure: 0.0850 \\ gemma4:12b: 0.3000 \\ gemma4:12bWithoutUnsure: 0.3000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.1133 \\ gemma4:12bNormalized: 0.3600 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2213 \\ averageNormalized: 0.2378 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-09-02-00t.jpeg} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-09-02-01l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-09-02-01t.png}\\[2mm] +% 2025-09-02-00t.jpeg, 2025-09-02-01l.png, 2025-09-02-01t.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-09-02-00t.jpeg} \\ llava:7b: 0.5200 \\ llava:7bWithoutUnsure: 0.7000 \\ gemma4:12b: 0.2333 \\ gemma4:12bWithoutUnsure: 0.2333 \\ ministral-3:8b: 0.3800 \\ ministral-3:8bWithoutUnsure: 0.3800 \\ qwen3-vl:8b: 0.0000 \\ qwen3-vl:8bWithoutUnsure: 0.0000 \\ llava:7bNormalized: 0.9333 \\ gemma4:12bNormalized: 0.2800 \\ qwen3-vl:8bNormalized: 0.0000 \\ ministral-3:8bNormalized: 0.3462 \\ average: 0.3283 \\ averageNormalized: 0.3899 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-09-02-01l.png} \\ llava:7b: 0.4850 \\ llava:7bWithoutUnsure: 0.4625 \\ gemma4:12b: 0.3000 \\ gemma4:12bWithoutUnsure: 0.2000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.6167 \\ gemma4:12bNormalized: 0.2400 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3156 \\ averageNormalized: 0.3694 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-09-02-01t.png} \\ llava:7b: 0.5200 \\ llava:7bWithoutUnsure: 0.5667 \\ gemma4:12b: 0.4500 \\ gemma4:12bWithoutUnsure: 0.4500 \\ ministral-3:8b: 0.7000 \\ ministral-3:8bWithoutUnsure: 0.7000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.7556 \\ gemma4:12bNormalized: 0.5400 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.9615 \\ average: 0.5042 \\ averageNormalized: 0.6714 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-09-08-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-09-08-00t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-09-15-00f.png}\\[2mm] +% 2025-09-08-00f.png, 2025-09-08-00t.png, 2025-09-15-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-09-08-00f.png} \\ llava:7b: 0.4200 \\ llava:7bWithoutUnsure: 0.1000 \\ gemma4:12b: 0.2667 \\ gemma4:12bWithoutUnsure: 0.2667 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.1333 \\ gemma4:12bNormalized: 0.3200 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2417 \\ averageNormalized: 0.2686 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-09-08-00t.png} \\ llava:7b: 0.4250 \\ llava:7bWithoutUnsure: 0.1250 \\ gemma4:12b: 0.7667 \\ gemma4:12bWithoutUnsure: 0.7667 \\ ministral-3:8b: 0.7000 \\ ministral-3:8bWithoutUnsure: 0.7000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.1667 \\ gemma4:12bNormalized: 0.9200 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.9615 \\ average: 0.4729 \\ averageNormalized: 0.6192 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-09-15-00f.png} \\ llava:7b: 0.5470 \\ llava:7bWithoutUnsure: 0.6567 \\ gemma4:12b: 0.0000 \\ gemma4:12bWithoutUnsure: 0.0000 \\ ministral-3:8b: 0.2300 \\ ministral-3:8bWithoutUnsure: 0.2300 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.8756 \\ gemma4:12bNormalized: 0.0000 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.0577 \\ average: 0.2717 \\ averageNormalized: 0.3047 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-10-20-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-11-14-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-11-14-00t.png}\\[2mm] +% 2025-10-20-00f.png, 2025-11-14-00f.png, 2025-11-14-00t.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-10-20-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.2000 \\ gemma4:12bWithoutUnsure: 0.2000 \\ ministral-3:8b: 0.2400 \\ ministral-3:8bWithoutUnsure: 0.2400 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.2400 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.0769 \\ average: 0.2850 \\ averageNormalized: 0.3173 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-11-14-00f.png} \\ llava:7b: 0.4750 \\ llava:7bWithoutUnsure: 0.2500 \\ gemma4:12b: 0.1000 \\ gemma4:12bWithoutUnsure: 0.1000 \\ ministral-3:8b: 0.2300 \\ ministral-3:8bWithoutUnsure: 0.2300 \\ qwen3-vl:8b: 0.5000 \\ qwen3-vl:8bWithoutUnsure: 0.5000 \\ llava:7bNormalized: 0.3333 \\ gemma4:12bNormalized: 0.1200 \\ qwen3-vl:8bNormalized: 0.7143 \\ ministral-3:8bNormalized: 0.0577 \\ average: 0.2700 \\ averageNormalized: 0.3063 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-11-14-00t.png} \\ llava:7b: 0.4650 \\ llava:7bWithoutUnsure: 0.3250 \\ gemma4:12b: 0.4333 \\ gemma4:12bWithoutUnsure: 0.4333 \\ ministral-3:8b: 0.7100 \\ ministral-3:8bWithoutUnsure: 0.7100 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.4333 \\ gemma4:12bNormalized: 0.5200 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.9808 \\ average: 0.4171 \\ averageNormalized: 0.5550 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-11-21-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-12-07-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-12-07-01f.png}\\[2mm] +% 2025-11-21-00f.png, 2025-12-07-00f.png, 2025-12-07-01f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-11-21-00f.png} \\ llava:7b: 0.5250 \\ llava:7bWithoutUnsure: 0.7500 \\ gemma4:12b: 0.1667 \\ gemma4:12bWithoutUnsure: 0.1667 \\ ministral-3:8b: 0.3400 \\ ministral-3:8bWithoutUnsure: 0.3400 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 1.0000 \\ gemma4:12bNormalized: 0.2000 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.2692 \\ average: 0.3642 \\ averageNormalized: 0.4387 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-12-07-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.3667 \\ gemma4:12bWithoutUnsure: 0.3667 \\ ministral-3:8b: 0.2900 \\ ministral-3:8bWithoutUnsure: 0.2900 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.4400 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1731 \\ average: 0.3642 \\ averageNormalized: 0.4271 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-12-07-01f.png} \\ llava:7b: 0.5200 \\ llava:7bWithoutUnsure: 0.7000 \\ gemma4:12b: 0.1500 \\ gemma4:12bWithoutUnsure: 0.1500 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.9333 \\ gemma4:12bNormalized: 0.1800 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3375 \\ averageNormalized: 0.3978 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-12-16-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-12-26-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-12-26-00l.png}\\[2mm] +% 2025-12-16-00f.png, 2025-12-26-00f.png, 2025-12-26-00l.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-12-16-00f.png} \\ llava:7b: 0.4700 \\ llava:7bWithoutUnsure: 0.2000 \\ gemma4:12b: 0.4333 \\ gemma4:12bWithoutUnsure: 0.4000 \\ ministral-3:8b: 0.2900 \\ ministral-3:8bWithoutUnsure: 0.2900 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.2667 \\ gemma4:12bNormalized: 0.4800 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1731 \\ average: 0.2975 \\ averageNormalized: 0.3371 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-12-26-00f.png} \\ llava:7b: 0.4850 \\ llava:7bWithoutUnsure: 0.3500 \\ gemma4:12b: 0.2333 \\ gemma4:12bWithoutUnsure: 0.2333 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.4667 \\ gemma4:12bNormalized: 0.2800 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2958 \\ averageNormalized: 0.3419 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-12-26-00l.png} \\ llava:7b: 0.4800 \\ llava:7bWithoutUnsure: 0.4000 \\ gemma4:12b: 0.3000 \\ gemma4:12bWithoutUnsure: 0.2000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.5333 \\ gemma4:12bNormalized: 0.2400 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3000 \\ averageNormalized: 0.3486 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2025-12-26-01l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-02-13-00t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-03-12-00f.png}\\[2mm] +% 2025-12-26-01l.png, 2026-02-13-00t.png, 2026-03-12-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2025-12-26-01l.png} \\ llava:7b: 0.4800 \\ llava:7bWithoutUnsure: 0.4000 \\ gemma4:12b: 0.2167 \\ gemma4:12bWithoutUnsure: 0.2167 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2500 \\ qwen3-vl:8bWithoutUnsure: 0.2500 \\ llava:7bNormalized: 0.5333 \\ gemma4:12bNormalized: 0.2600 \\ qwen3-vl:8bNormalized: 0.3571 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2917 \\ averageNormalized: 0.3357 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-02-13-00t.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.6667 \\ gemma4:12bWithoutUnsure: 0.6667 \\ ministral-3:8b: 0.7000 \\ ministral-3:8bWithoutUnsure: 0.7000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.8000 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.9615 \\ average: 0.5167 \\ averageNormalized: 0.6785 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-03-12-00f.png} \\ llava:7b: 0.4750 \\ llava:7bWithoutUnsure: 0.2500 \\ gemma4:12b: 0.6833 \\ gemma4:12bWithoutUnsure: 0.6833 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.3333 \\ gemma4:12bNormalized: 0.8200 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3583 \\ averageNormalized: 0.4078 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-03-28-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-03-28-01f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-04-01-00f.png}\\[2mm] +% 2026-03-28-00f.png, 2026-03-28-01f.png, 2026-04-01-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-03-28-00f.png} \\ llava:7b: 0.5100 \\ llava:7bWithoutUnsure: 0.5500 \\ gemma4:12b: 0.7667 \\ gemma4:12bWithoutUnsure: 0.7667 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.7333 \\ gemma4:12bNormalized: 0.9200 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.4792 \\ averageNormalized: 0.5686 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-03-28-01f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.1333 \\ gemma4:12bWithoutUnsure: 0.1333 \\ ministral-3:8b: 0.2000 \\ ministral-3:8bWithoutUnsure: 0.2000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.1600 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.0000 \\ average: 0.2583 \\ averageNormalized: 0.2781 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-04-01-00f.png} \\ llava:7b: 0.5250 \\ llava:7bWithoutUnsure: 0.7500 \\ gemma4:12b: 0.3667 \\ gemma4:12bWithoutUnsure: 0.3667 \\ ministral-3:8b: 0.2800 \\ ministral-3:8bWithoutUnsure: 0.2800 \\ qwen3-vl:8b: 0.4000 \\ qwen3-vl:8bWithoutUnsure: 0.4000 \\ llava:7bNormalized: 1.0000 \\ gemma4:12bNormalized: 0.4400 \\ qwen3-vl:8bNormalized: 0.5714 \\ ministral-3:8bNormalized: 0.1538 \\ average: 0.4492 \\ averageNormalized: 0.5413 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-04-01-00l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-04-01-00t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-04-02-00f.png}\\[2mm] +% 2026-04-01-00l.png, 2026-04-01-00t.png, 2026-04-02-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-04-01-00l.png} \\ llava:7b: 0.4550 \\ llava:7bWithoutUnsure: 0.3500 \\ gemma4:12b: 0.4000 \\ gemma4:12bWithoutUnsure: 0.4000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.4667 \\ gemma4:12bNormalized: 0.4800 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3375 \\ averageNormalized: 0.3919 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-04-01-00t.png} \\ llava:7b: 0.5400 \\ llava:7bWithoutUnsure: 0.6333 \\ gemma4:12b: 0.7500 \\ gemma4:12bWithoutUnsure: 0.7500 \\ ministral-3:8b: 0.2900 \\ ministral-3:8bWithoutUnsure: 0.2900 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.8444 \\ gemma4:12bNormalized: 0.9000 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1731 \\ average: 0.4933 \\ averageNormalized: 0.5865 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-04-02-00f.png} \\ llava:7b: 0.4850 \\ llava:7bWithoutUnsure: 0.4250 \\ gemma4:12b: 0.4333 \\ gemma4:12bWithoutUnsure: 0.4000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.5667 \\ gemma4:12bNormalized: 0.4800 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3563 \\ averageNormalized: 0.4169 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-04-02-00l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-04-06-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-04-06-01f.png}\\[2mm] +% 2026-04-02-00l.png, 2026-04-06-00f.png, 2026-04-06-01f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-04-02-00l.png} \\ llava:7b: 0.5150 \\ llava:7bWithoutUnsure: 0.5500 \\ gemma4:12b: 0.6667 \\ gemma4:12bWithoutUnsure: 0.6667 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.7333 \\ gemma4:12bNormalized: 0.8000 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.4292 \\ averageNormalized: 0.5028 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-04-06-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.6000 \\ gemma4:12bWithoutUnsure: 0.6000 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.7200 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.4250 \\ averageNormalized: 0.5019 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-04-06-01f.png} \\ llava:7b: 0.4590 \\ llava:7bWithoutUnsure: 0.4317 \\ gemma4:12b: 0.0000 \\ gemma4:12bWithoutUnsure: 0.0000 \\ ministral-3:8b: 0.2200 \\ ministral-3:8bWithoutUnsure: 0.2200 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.5756 \\ gemma4:12bNormalized: 0.0000 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.0385 \\ average: 0.2129 \\ averageNormalized: 0.2249 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-04-20-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-04-30-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-05-01-00f.png}\\[2mm] +% 2026-04-20-00f.png, 2026-04-30-00f.png, 2026-05-01-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-04-20-00f.png} \\ llava:7b: 0.4800 \\ llava:7bWithoutUnsure: 0.3000 \\ gemma4:12b: 0.2667 \\ gemma4:12bWithoutUnsure: 0.2667 \\ ministral-3:8b: 0.2900 \\ ministral-3:8bWithoutUnsure: 0.2900 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.4000 \\ gemma4:12bNormalized: 0.3200 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1731 \\ average: 0.2892 \\ averageNormalized: 0.3304 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-04-30-00f.png} \\ llava:7b: 0.4975 \\ llava:7bWithoutUnsure: 0.4917 \\ gemma4:12b: 0.3667 \\ gemma4:12bWithoutUnsure: 0.3667 \\ ministral-3:8b: 0.2000 \\ ministral-3:8bWithoutUnsure: 0.2000 \\ qwen3-vl:8b: 0.4000 \\ qwen3-vl:8bWithoutUnsure: 0.4000 \\ llava:7bNormalized: 0.6556 \\ gemma4:12bNormalized: 0.4400 \\ qwen3-vl:8bNormalized: 0.5714 \\ ministral-3:8bNormalized: 0.0000 \\ average: 0.3646 \\ averageNormalized: 0.4167 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-05-01-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.2667 \\ gemma4:12bWithoutUnsure: 0.1500 \\ ministral-3:8b: 0.2100 \\ ministral-3:8bWithoutUnsure: 0.2100 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.1800 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.0192 \\ average: 0.2650 \\ averageNormalized: 0.2879 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-05-01-00t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-05-08-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-05-08-00l.png}\\[2mm] +% 2026-05-01-00t.png, 2026-05-08-00f.png, 2026-05-08-00l.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-05-01-00t.png} \\ llava:7b: 0.5050 \\ llava:7bWithoutUnsure: 0.5167 \\ gemma4:12b: 0.6833 \\ gemma4:12bWithoutUnsure: 0.6833 \\ ministral-3:8b: 0.7000 \\ ministral-3:8bWithoutUnsure: 0.7000 \\ qwen3-vl:8b: 0.4000 \\ qwen3-vl:8bWithoutUnsure: 0.4000 \\ llava:7bNormalized: 0.6889 \\ gemma4:12bNormalized: 0.8200 \\ qwen3-vl:8bNormalized: 0.5714 \\ ministral-3:8bNormalized: 0.9615 \\ average: 0.5750 \\ averageNormalized: 0.7605 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-05-08-00f.png} \\ llava:7b: 0.4900 \\ llava:7bWithoutUnsure: 0.4500 \\ gemma4:12b: 0.5833 \\ gemma4:12bWithoutUnsure: 0.5833 \\ ministral-3:8b: 0.2200 \\ ministral-3:8bWithoutUnsure: 0.2200 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.6000 \\ gemma4:12bNormalized: 0.7000 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.0385 \\ average: 0.3633 \\ averageNormalized: 0.4060 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-05-08-00l.png} \\ llava:7b: 0.4700 \\ llava:7bWithoutUnsure: 0.2000 \\ gemma4:12b: 0.4667 \\ gemma4:12bWithoutUnsure: 0.4667 \\ ministral-3:8b: 0.2700 \\ ministral-3:8bWithoutUnsure: 0.2700 \\ qwen3-vl:8b: 0.4000 \\ qwen3-vl:8bWithoutUnsure: 0.4000 \\ llava:7bNormalized: 0.2667 \\ gemma4:12bNormalized: 0.5600 \\ qwen3-vl:8bNormalized: 0.5714 \\ ministral-3:8bNormalized: 0.1346 \\ average: 0.3342 \\ averageNormalized: 0.3832 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-05-08-02t.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-05-09-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-05-16-00f.png}\\[2mm] +% 2026-05-08-02t.png, 2026-05-09-00f.png, 2026-05-16-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-05-08-02t.png} \\ llava:7b: 0.4750 \\ llava:7bWithoutUnsure: 0.2500 \\ gemma4:12b: 0.4667 \\ gemma4:12bWithoutUnsure: 0.4667 \\ ministral-3:8b: 0.7000 \\ ministral-3:8bWithoutUnsure: 0.7000 \\ qwen3-vl:8b: 0.1000 \\ qwen3-vl:8bWithoutUnsure: 0.1000 \\ llava:7bNormalized: 0.3333 \\ gemma4:12bNormalized: 0.5600 \\ qwen3-vl:8bNormalized: 0.1429 \\ ministral-3:8bNormalized: 0.9615 \\ average: 0.3792 \\ averageNormalized: 0.4994 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-05-09-00f.png} \\ llava:7b: 0.4900 \\ llava:7bWithoutUnsure: 0.4000 \\ gemma4:12b: 0.6833 \\ gemma4:12bWithoutUnsure: 0.6833 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.5333 \\ gemma4:12bNormalized: 0.8200 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3958 \\ averageNormalized: 0.4578 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-05-16-00f.png} \\ llava:7b: 0.5200 \\ llava:7bWithoutUnsure: 0.7000 \\ gemma4:12b: 0.6000 \\ gemma4:12bWithoutUnsure: 0.6000 \\ ministral-3:8b: 0.2200 \\ ministral-3:8bWithoutUnsure: 0.2200 \\ qwen3-vl:8b: 0.4000 \\ qwen3-vl:8bWithoutUnsure: 0.4000 \\ llava:7bNormalized: 0.9333 \\ gemma4:12bNormalized: 0.7200 \\ qwen3-vl:8bNormalized: 0.5714 \\ ministral-3:8bNormalized: 0.0385 \\ average: 0.4800 \\ averageNormalized: 0.5658 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-05-16-01f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-05-22-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-05-25-00f.png}\\[2mm] +% 2026-05-16-01f.png, 2026-05-22-00f.png, 2026-05-25-00f.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-05-16-01f.png} \\ llava:7b: 0.4850 \\ llava:7bWithoutUnsure: 0.3500 \\ gemma4:12b: 0.7667 \\ gemma4:12bWithoutUnsure: 0.7667 \\ ministral-3:8b: 0.2200 \\ ministral-3:8bWithoutUnsure: 0.2200 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.4667 \\ gemma4:12bNormalized: 0.9200 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.0385 \\ average: 0.3842 \\ averageNormalized: 0.4277 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-05-22-00f.png} \\ llava:7b: 0.5000 \\ llava:7bWithoutUnsure: 0.5000 \\ gemma4:12b: 0.5667 \\ gemma4:12bWithoutUnsure: 0.5667 \\ ministral-3:8b: 0.2800 \\ ministral-3:8bWithoutUnsure: 0.2800 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.6667 \\ gemma4:12bNormalized: 0.6800 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1538 \\ average: 0.3867 \\ averageNormalized: 0.4466 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-05-25-00f.png} \\ llava:7b: 0.4900 \\ llava:7bWithoutUnsure: 0.4000 \\ gemma4:12b: 0.5667 \\ gemma4:12bWithoutUnsure: 0.5667 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.2000 \\ qwen3-vl:8bWithoutUnsure: 0.2000 \\ llava:7bNormalized: 0.5333 \\ gemma4:12bNormalized: 0.6800 \\ qwen3-vl:8bNormalized: 0.2857 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.3667 \\ averageNormalized: 0.4228 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{ccc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-06-04-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-06-04-00l.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-06-04-00t.png}\\[2mm] +% 2026-06-04-00f.png, 2026-06-04-00l.png, 2026-06-04-00t.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-06-04-00f.png} \\ llava:7b: 0.4800 \\ llava:7bWithoutUnsure: 0.3000 \\ gemma4:12b: 0.3333 \\ gemma4:12bWithoutUnsure: 0.3333 \\ ministral-3:8b: 0.2900 \\ ministral-3:8bWithoutUnsure: 0.2900 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.4000 \\ gemma4:12bNormalized: 0.4000 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1731 \\ average: 0.3058 \\ averageNormalized: 0.3504 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-06-04-00l.png} \\ llava:7b: 0.4600 \\ llava:7bWithoutUnsure: 0.3000 \\ gemma4:12b: 0.2500 \\ gemma4:12bWithoutUnsure: 0.2500 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.4000 \\ gemma4:12bNormalized: 0.3000 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.2875 \\ averageNormalized: 0.3302 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-06-04-00t.png} \\ llava:7b: 0.4900 \\ llava:7bWithoutUnsure: 0.4000 \\ gemma4:12b: 0.7333 \\ gemma4:12bWithoutUnsure: 0.7333 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.4000 \\ qwen3-vl:8bWithoutUnsure: 0.4000 \\ llava:7bNormalized: 0.5333 \\ gemma4:12bNormalized: 0.8800 \\ qwen3-vl:8bNormalized: 0.5714 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.4583 \\ averageNormalized: 0.5443 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + +\begin{tabular}{cc} +\includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-06-17-00f.png} & \includegraphics[height=5cm]{/home/tomasr/kdrive/Code/Calvilo/Images/2026-06-17-00t.png}\\[2mm] +% 2026-06-17-00f.png, 2026-06-17-00t.png +\begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-06-17-00f.png} \\ llava:7b: 0.4700 \\ llava:7bWithoutUnsure: 0.3500 \\ gemma4:12b: 0.7167 \\ gemma4:12bWithoutUnsure: 0.7167 \\ ministral-3:8b: 0.3000 \\ ministral-3:8bWithoutUnsure: 0.3000 \\ qwen3-vl:8b: 0.3000 \\ qwen3-vl:8bWithoutUnsure: 0.3000 \\ llava:7bNormalized: 0.4667 \\ gemma4:12bNormalized: 0.8600 \\ qwen3-vl:8bNormalized: 0.4286 \\ ministral-3:8bNormalized: 0.1923 \\ average: 0.4167 \\ averageNormalized: 0.4869 \end{minipage} & \begin{minipage}[t]{4cm}\ttfamily\tiny \texttt{\tiny 2026-06-17-00t.png} \\ llava:7b: 0.4450 \\ llava:7bWithoutUnsure: 0.3167 \\ gemma4:12b: 0.6333 \\ gemma4:12bWithoutUnsure: 0.7000 \\ ministral-3:8b: 0.3800 \\ ministral-3:8bWithoutUnsure: 0.3800 \\ qwen3-vl:8b: 0.1000 \\ qwen3-vl:8bWithoutUnsure: 0.1000 \\ llava:7bNormalized: 0.4222 \\ gemma4:12bNormalized: 0.8400 \\ qwen3-vl:8bNormalized: 0.1429 \\ ministral-3:8bNormalized: 0.3462 \\ average: 0.3742 \\ averageNormalized: 0.4378 \end{minipage}\\ +\end{tabular} + +\vspace{5mm} + 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0.4416666666666667, "averageNormalized": 0.5825274725274725}, "176": {"filename": "2002-01-01-02l.png", "llava:7b": 0.5, "llava:7bWithoutUnsure": 0.5, "gemma4:12b": 0.20000000000000004, "gemma4:12bWithoutUnsure": 0.20000000000000004, "ministral-3:8b": 0.27999999999999997, "ministral-3:8bWithoutUnsure": 0.27999999999999997, "qwen3-vl:8b": 0.2, "qwen3-vl:8bWithoutUnsure": 0.2, "llava:7bNormalized": 0.6666666666666666, "gemma4:12bNormalized": 0.24000000000000005, "qwen3-vl:8bNormalized": 0.28571428571428575, "ministral-3:8bNormalized": 0.15384615384615383, "average": 0.295, "averageNormalized": 0.33655677655677657}, "177": {"filename": "2025-09-02-00l.png", "llava:7b": 0.4585, "llava:7bWithoutUnsure": 0.085, "gemma4:12b": 0.3, "gemma4:12bWithoutUnsure": 0.3, "ministral-3:8b": 0.29999999999999993, "ministral-3:8bWithoutUnsure": 0.29999999999999993, "qwen3-vl:8b": 0.2, "qwen3-vl:8bWithoutUnsure": 0.2, "llava:7bNormalized": 0.11333333333333334, "gemma4:12bNormalized": 0.36, 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0.6666666666666666, "gemma4:12bNormalized": 0.36, "qwen3-vl:8bNormalized": 0.14285714285714288, "ministral-3:8bNormalized": 0.1923076923076922, "average": 0.30000000000000004, "averageNormalized": 0.3404578754578754}, "180": {"filename": "2023-12-01-00l.png", "llava:7b": 0.43499999999999994, "llava:7bWithoutUnsure": 0.2833333333333333, "gemma4:12b": 0.23333333333333336, "gemma4:12bWithoutUnsure": 0.23333333333333336, "ministral-3:8b": 0.29, "ministral-3:8bWithoutUnsure": 0.29, "qwen3-vl:8b": 0.25, "qwen3-vl:8bWithoutUnsure": 0.25, "llava:7bNormalized": 0.37777777777777777, "gemma4:12bNormalized": 0.28, "qwen3-vl:8bNormalized": 0.35714285714285715, "ministral-3:8bNormalized": 0.17307692307692307, "average": 0.26416666666666666, "averageNormalized": 0.29699938949938953}, "181": {"filename": "2024-07-31-00f.png", "llava:7b": 0.52, "llava:7bWithoutUnsure": 0.7, "gemma4:12b": 0.26666666666666666, "gemma4:12bWithoutUnsure": 0.26666666666666666, "ministral-3:8b": 0.29999999999999993, "ministral-3:8bWithoutUnsure": 0.29999999999999993, "qwen3-vl:8b": 0.2, "qwen3-vl:8bWithoutUnsure": 0.2, "llava:7bNormalized": 0.9333333333333332, "gemma4:12bNormalized": 0.32, "qwen3-vl:8bNormalized": 0.28571428571428575, "ministral-3:8bNormalized": 0.1923076923076922, "average": 0.36666666666666664, "averageNormalized": 0.4328388278388278}, "182": {"filename": "2024-09-04-00l.png", "llava:7b": 0.42000000000000004, "llava:7bWithoutUnsure": 0.1, "gemma4:12b": 0.21666666666666667, "gemma4:12bWithoutUnsure": 0.21666666666666667, "ministral-3:8b": 0.29999999999999993, "ministral-3:8bWithoutUnsure": 0.29999999999999993, "qwen3-vl:8b": 0.3, "qwen3-vl:8bWithoutUnsure": 0.3, "llava:7bNormalized": 0.13333333333333333, "gemma4:12bNormalized": 0.26, "qwen3-vl:8bNormalized": 0.4285714285714286, "ministral-3:8bNormalized": 0.1923076923076922, "average": 0.22916666666666663, "averageNormalized": 0.2535531135531135}}} \ No newline at end of file diff --git a/hairloss/__init__.py b/hairloss/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/hairloss/evaluate.py b/hairloss/evaluate.py new file mode 100644 index 0000000..714097c --- /dev/null +++ b/hairloss/evaluate.py @@ -0,0 +1,163 @@ +from tinydb import Query, TinyDB +from logging import getLogger +from base64 import b64encode +from requests import post, get, RequestException +import subprocess +import time +from os import listdir, path +from re import search + + +logger = getLogger("hairloss") + +OLLAMA_URL = "http://localhost:11434" + +PROMPT = """ +Think +You are a visual estimator of scalp hair density. + +You will be given: + +an image +an angle label: "top", "lateral", or "face" + +Angle meaning: + +top: evaluate crown/vertex only +lateral: evaluate temple recession and side density +face: evaluate frontal hairline and symmetry + +Task: +Estimate hair loss severity as a continuous value between 0.0 and 1.0. + +Scoring meaning: + +0.0 → full dense hair +0.5 → moderate thinning / visible scalp +1.0 → severe hair loss + +Guidelines: + +Use only visible evidence in the image. +Be robust to lighting and hairstyle, but consider scalp visibility. +Only evaluate regions that are visible from the given angle. +If a region is not visible, do not infer it. + +If image quality is unclear: + +use a neutral estimate based on visible areas (do not guess extremes) + +Output: +Return ONLY a single float between 0.0 and 1.0. +No text, no explanation, no punctuation. +""" + +def prepareModel(timeout: int = 15): + try: + get(f"{OLLAMA_URL}/api/tags", timeout=2) + logger.info("Ollama already running") + return + except RequestException: + logger.info("Ollama not running, starting server...") + + subprocess.Popen( + ["ollama", "serve"], + stdout=subprocess.DEVNULL, + stderr=subprocess.DEVNULL, + ) + + start = time.time() + while time.time() - start < timeout: + try: + get(f"{OLLAMA_URL}/api/tags", timeout=2) + logger.info("Ollama server started") + return + except RequestException: + time.sleep(1) + + raise RuntimeError("Failed to start Ollama server") + +def evaluate(image_path: str, model: str, repetitions: int = 10, timeOut: int = 10): + db = TinyDB(path.abspath(path.join(image_path, "../hairlineResults.json"))) + q = Query() + prepareModel() + + for image in listdir(image_path): + oldInfo = db.get(q.filename == image) + if model in oldInfo.keys(): + logger.info(f"Skipping evaluation {image} with {model}...") + continue + logger.info(f"Evaluating {image} with model {model} {repetitions} times.") + with open(path.join(image_path, image), "rb") as f: + imageb64 = b64encode(f.read()).decode("utf-8") + average = 0 + averageWithoutUnsure = 0 + averageWithoutUnsureCount = 0 + if "f" in image: + angle = "face" + elif "l" in image: + angle = "lateral" + elif "t" in image: + angle = "top" + else: + raise ValueError(f"no angle information in filename {image}") + imagePrompt = PROMPT + f"\nlabel:\"{angle}\"" + for i in range(repetitions): # we ask multiple times and get the average response + response = post( + f"{OLLAMA_URL}/api/generate", + json={ + "model": model, + "prompt": imagePrompt, + "images": [imageb64], + "stream": False, + "thinking": model != "qwen3-vl:8b" # for some reason this model thinkgs so much, that it spends all it's tokens on thinking and None in output... + }, + timeout=timeOut, + ) + + response.raise_for_status() + logger.debug(response.json()) + result = search(r"^(0(?:\.\d+)?|1(?:\.0+)?)$", response.json()["response"].strip()) + logger.debug(result) + if result == None: + result = 0.5 + else: + data = float(search(r"^(0(?:\.\d+)?|1(?:\.0+)?)$", response.json()["response"].strip()).group(1)) # extract the float in case it outputed some text + + if data != 0.5: # if the model is uncertain it should return 0.5 + averageWithoutUnsure += data + averageWithoutUnsureCount += 1 + average += data + average /= repetitions + if averageWithoutUnsureCount != 0: # avoids case where all repetitions are unsure + averageWithoutUnsure /= averageWithoutUnsureCount + else: + averageWithoutUnsure = 0.5 + + if db.contains(q.filename == image): # we add the result to a database. It allows to do everything in multiple runs and combine results from multiple models + imageResult = db.get(q.filename == image) + imageResult[model] = average + imageResult[model+"WithoutUnsure"] = averageWithoutUnsure + db.upsert(imageResult, q.filename == image) + else: + imageResult = { + "filename": image, + model: average, + model + "WithoutUnsure": averageWithoutUnsure + } + db.upsert(imageResult, q.filename == image) + + logger.info("Normalizing values ...") + # normalise values + maxValue = max(image[model + "WithoutUnsure"] for image in db) + minValue = min(image[model + "WithoutUnsure"] for image in db) + for image in listdir(image_path): + unnormalizedValues = db.get(q.filename == image) + unnormalizedValues[model+"Normalized"] = (unnormalizedValues[model+"WithoutUnsure"] - minValue)/(maxValue - minValue) + db.upsert(unnormalizedValues, q.filename == image) + logger.info("Stopping model...") + subprocess.Popen( + ["ollama", "stop", model], + stdout=subprocess.DEVNULL, + stderr=subprocess.DEVNULL, + ) diff --git a/hairloss/gallery.py b/hairloss/gallery.py new file mode 100644 index 0000000..eaed717 --- /dev/null +++ b/hairloss/gallery.py @@ -0,0 +1,101 @@ +from tinydb import TinyDB +from pathlib import Path + +def gallery(image_path): + DB_FILE = Path(image_path).parent / "hairlineResults.json" + OUTPUT_TEX = "gallery.tex" + IMAGE_DIR = Path(image_path) + + IMAGES_PER_ROW = 3 + IMAGE_HEIGHT = "5cm" + + db = TinyDB(DB_FILE) + + entries = sorted(db.all(), key=lambda x: x["filename"]) + + def latex_escape(s): + return ( + str(s) + .replace("\\", "\\textbackslash{}") + .replace("_", "\\_") + .replace("&", "\\&") + .replace("%", "\\%") + .replace("#", "\\#") + .replace("{", "\\{") + .replace("}", "\\}") + ) + + with open(OUTPUT_TEX, "w", encoding="utf8") as f: + + f.write(r"""\documentclass[a4paper]{article} +\usepackage[a4paper,margin=1cm]{geometry} +\usepackage{graphicx} +\usepackage{array} +\usepackage{longtable} +\usepackage{float} +\usepackage{grffile} +\usepackage[T1]{fontenc} + +\pagestyle{empty} +\setlength{\parindent}{0pt} + +\begin{document} + +""") + + for i in range(0, len(entries), IMAGES_PER_ROW): + + row = entries[i:i + IMAGES_PER_ROW] + + cols = "c" * len(row) + f.write(r"\begin{tabular}{" + cols + "}\n") + + # + # Images + # + image_cells = [] + for e in row: + img_path = Path(IMAGE_DIR) / e["filename"] + image_cells.append( + rf"\includegraphics[height={IMAGE_HEIGHT}]{{{img_path.as_posix()}}}" + ) + + f.write(" & ".join(image_cells) + r"\\[2mm]" + "\n") + + # LaTeX comment with filenames + f.write("% " + ", ".join(e["filename"] for e in row) + "\n") + + # + # Text cells (FIXED) + # + text_cells = [] + + for e in row: + + lines = [] + + lines.append(rf"\texttt{{\tiny {latex_escape(e['filename'])}}}") + + for k, v in e.items(): + if k == "filename": + continue + + if isinstance(v, float): + lines.append(f"{latex_escape(k)}: {v:.4f}") + else: + lines.append(f"{latex_escape(k)}: {latex_escape(v)}") + + cell = ( + r"\begin{minipage}[t]{4cm}\ttfamily\tiny " + + r" \\ ".join(lines) + + r" \end{minipage}" + ) + + text_cells.append(cell) + + f.write(" & ".join(text_cells) + r"\\" + "\n") + + f.write(r"\end{tabular}") + f.write("\n\n\\vspace{5mm}\n\n") + + f.write(r"\end{document}") diff --git a/hairloss/main.py b/hairloss/main.py new file mode 100644 index 0000000..37b04b6 --- /dev/null +++ b/hairloss/main.py @@ -0,0 +1,157 @@ +from tinydb import Query, TinyDB +from pathlib import Path +import os +import argparse +import logging +logger = logging.getLogger("hairloss") +from datetime import date + +from .evaluate import * +from .visuals import * +from .gallery import * + +models = ["llava:7b", "gemma4:12b", "qwen3-vl:8b", "ministral-3:8b"] +def main(): + parser = argparse.ArgumentParser() + parser.add_argument("--verbose", action="store_true", help="Enable debug logging") + parser.add_argument("--generate_with_llava", action="store_true", help="Generate values with llava:7b") + parser.add_argument("--generate_with_gemma", action="store_true", help="Generate values with gemma4:12b") + parser.add_argument("--generate_with_qwen", action="store_true", help="Generate values with qwen3-vl:8b") + parser.add_argument("--generate_with_ministral", action="store_true", help="Generate values with ministral-3:8b") + parser.add_argument("--generate_averages", action="store_true", help="Generate averages values") + parser.add_argument("--generate_gallery", action="store_true", help="Generate gallery") + parser.add_argument("--generate_visuals", action="store_true", help="Graph the values in multiple plots.") + + + + + args = parser.parse_args() + + logging.basicConfig( + level=logging.DEBUG if args.verbose else logging.INFO, + format="%(asctime)s [%(levelname)s] %(message)s" + ) + + IMAGES = Path(os.environ.get("HAIRLOSS_IMAGES", "Images")) or Path("./Images") + + if args.generate_with_llava: + evaluate(IMAGES, "llava:7b", 10, 10) + if args.generate_with_gemma: + evaluate(IMAGES, "gemma4:12b", 3, 90) # gemma takes much more time as it use thinking, so we reduce the repetitions + if args.generate_with_qwen: + evaluate(IMAGES, "qwen3-vl:8b", 1, 180) + if args.generate_with_ministral: + evaluate(IMAGES, "ministral-3:8b", 10, 10) + if args.generate_averages: + db = TinyDB(path.abspath(path.join(IMAGES, "../hairlineResults.json"))) + q = Query() + # average + for image in db: + sumModels = 0 + sumModelsNormalized = 0 + for key in image.keys(): + if key in models: + sumModels += image[key + "WithoutUnsure"] + sumModelsNormalized += image[key + "Normalized"] + image["average"] = sumModels/len(models) + image["averageNormalized"] = sumModelsNormalized/len(models) + logger.info(f"Image {image["filename"]}: average = {str(image["average"])} averageNormalized = {str(image["averageNormalized"])}") + db.upsert(image, q.filename == image) + if args.generate_gallery: + gallery(IMAGES) + if args.generate_visuals: + # args are models, withClean, withNormalized, withRaw, image_path, filepath, doSave, doShow, doRegression, doCorrelation, angle (array of "t", "f" and "l") + + # all angles + plotHairline(["llava:7b", "gemma4:12b", "qwen3-vl:8b", "ministral-3:8b"], False, False, True, IMAGES, "rawDataAllModelsAllAngles.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t", "f", "l"], False, False) + plotHairline(["llava:7b", "gemma4:12b", "qwen3-vl:8b", "ministral-3:8b"], True, False, False, IMAGES, "withCleanDataAllModelsAllAngles.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t", "f", "l"], False, False) + plotHairline(["llava:7b", "gemma4:12b", "qwen3-vl:8b", "ministral-3:8b"], False, True, False, IMAGES, "withNormalizedAllModelsAllAngles.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t", "f", "l"], False, False) + plotHairline(["llava:7b"], True, False, True, IMAGES, "dataLlavaAllAngles.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t", "f", "l"], False, False) + plotHairline(["gemma4:12b"], True, False, True, IMAGES, "dataGemmaAllAngles.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t", "f", "l"], False, False) + plotHairline(["qwen3-vl:8b"], True, False, True, IMAGES, "dataQwenAllAngles.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t", "f", "l"], False, False) + plotHairline(["ministral-3:8b"], True, False, True, IMAGES, "dataMinistralAllAngles.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t", "f", "l"], False, False) + plotHairline(["ministral-3:8b"], True, True, False, IMAGES, "dataMinistralNormalizedAllAngles.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t", "f", "l"], False, False) + plotHairline(["llava:7b"], True, True, False, IMAGES, "dataLLavaNormalizedAllAngles.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t", "f", "l"], False, False) + plotHairline(["gemma4:12b"], True, True, False, IMAGES, "dataGemmaNormalizedAllAngles.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t", "f", "l"], False, False) + plotHairline(["qwen3-vl:8b"], True, True, False, IMAGES, "dataQwenNormalizedAllAngles.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t", "f", "l"], False, False) + plotHairline(["average"], False, True, False, IMAGES, "dataAverageNormalizedAllAngles.pdf", True, False, True, True, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t", "f", "l"], False, False) + plotHairline(["average"], False, False, True, IMAGES, "dataAverageAllAngles.pdf", True, False, True, True, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t", "f", "l"], False, False) + + + # top angle + plotHairline(["llava:7b", "gemma4:12b", "qwen3-vl:8b", "ministral-3:8b"], False, False, True, IMAGES, "rawDataAllModelsTopAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t"], False, False) + plotHairline(["llava:7b", "gemma4:12b", "qwen3-vl:8b", "ministral-3:8b"], True, False, False, IMAGES, "withCleanDataAllModelsTopAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t"], False, False) + plotHairline(["llava:7b", "gemma4:12b", "qwen3-vl:8b", "ministral-3:8b"], False, True, False, IMAGES, "withNormalizedAllModelsTopAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t"], False, False) + plotHairline(["llava:7b"], True, False, True, IMAGES, "dataLlavaTopAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t"], False, False) + plotHairline(["gemma4:12b"], True, False, True, IMAGES, "dataGemmaTopAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t"], False, False) + plotHairline(["qwen3-vl:8b"], True, False, True, IMAGES, "dataQwenTopAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t"], False, False) + plotHairline(["ministral-3:8b"], True, False, True, IMAGES, "dataMinistralTopAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t"], False, False) + plotHairline(["ministral-3:8b"], True, True, False, IMAGES, "dataMinistralNormalizedTopAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t"], False, False) + plotHairline(["llava:7b"], True, True, False, IMAGES, "dataLLavaNormalizedTopAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t"], False, False) + plotHairline(["gemma4:12b"], True, True, False, IMAGES, "dataGemmaNormalizedTopAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t"], False, False) + plotHairline(["qwen3-vl:8b"], True, True, False, IMAGES, "dataQwenNormalizedTopAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t"], False, False) + plotHairline(["average"], False, True, False, IMAGES, "dataAverageNormalizedTopAngle.pdf", True, False, True, True, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t"], False, False) + plotHairline(["average"], False, False, True, IMAGES, "dataAverageTopAngle.pdf", True, False, True, True, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["t"], False, False) + + + # face angle + plotHairline(["llava:7b", "gemma4:12b", "qwen3-vl:8b", "ministral-3:8b"], False, False, True, IMAGES, "rawDataAllModelsFaceAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f"], False, False) + plotHairline(["llava:7b", "gemma4:12b", "qwen3-vl:8b", "ministral-3:8b"], True, False, False, IMAGES, "withCleanDataAllModelsFaceAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f"], False, False) + plotHairline(["llava:7b", "gemma4:12b", "qwen3-vl:8b", "ministral-3:8b"], False, True, False, IMAGES, "withNormalizedAllModelsFaceAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f"], False, False) + plotHairline(["llava:7b"], True, False, True, IMAGES, "dataLlavaFaceAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f"], False, False) + plotHairline(["gemma4:12b"], True, False, True, IMAGES, "dataGemmaFaceAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f"], False, False) + plotHairline(["qwen3-vl:8b"], True, False, True, IMAGES, "dataQwenFaceAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f"], False, False) + plotHairline(["ministral-3:8b"], True, False, True, IMAGES, "dataMinistralFaceAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f"], False, False) + plotHairline(["ministral-3:8b"], True, True, False, IMAGES, "dataMinistralNormalizedFaceAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f"], False, False) + plotHairline(["llava:7b"], True, True, False, IMAGES, "dataLLavaNormalizedFaceAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f"], False, False) + plotHairline(["gemma4:12b"], True, True, False, IMAGES, "dataGemmaNormalizedFaceAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f"], False, False) + plotHairline(["qwen3-vl:8b"], True, True, False, IMAGES, "dataQwenNormalizedFaceAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f"], False, False) + plotHairline(["average"], False, True, False, IMAGES, "dataAverageNormalizedFaceAngle.pdf", True, False, True, True, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f"], False, False) + plotHairline(["average"], False, False, True, IMAGES, "dataAverageFaceAngle.pdf", True, False, True, True, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f"], False, False) + + # lateral angle + plotHairline(["llava:7b", "gemma4:12b", "qwen3-vl:8b", "ministral-3:8b"], False, False, True, IMAGES, "rawDataAllModelsLateralAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["l"], False, False) + plotHairline(["llava:7b", "gemma4:12b", "qwen3-vl:8b", "ministral-3:8b"], True, False, False, IMAGES, "withCleanDataAllModelsLateralAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["l"], False, False) + plotHairline(["llava:7b", "gemma4:12b", "qwen3-vl:8b", "ministral-3:8b"], False, True, False, IMAGES, "withNormalizedAllModelsLateralAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["l"], False, False) + plotHairline(["llava:7b"], True, False, True, IMAGES, "dataLlavaLateralAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["l"], False, False) + plotHairline(["gemma4:12b"], True, False, True, IMAGES, "dataGemmaLateralAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["l"], False, False) + plotHairline(["qwen3-vl:8b"], True, False, True, IMAGES, "dataQwenLateralAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["l"], False, False) + plotHairline(["ministral-3:8b"], True, False, True, IMAGES, "dataMinistralLateralAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["l"], False, False) + plotHairline(["ministral-3:8b"], True, True, False, IMAGES, "dataMinistralNormalizedLateralAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["l"], False, False) + plotHairline(["llava:7b"], True, True, False, IMAGES, "dataLLavaNormalizedLateralAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["l"], False, False) + plotHairline(["gemma4:12b"], True, True, False, IMAGES, "dataGemmaNormalizedLateralAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["l"], False, False) + plotHairline(["qwen3-vl:8b"], True, True, False, IMAGES, "dataQwenNormalizedLateralAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["l"], False, False) + plotHairline(["average"], False, True, False, IMAGES, "dataAverageNormalizedLateralAngle.pdf", True, False, True, True, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["l"], False, False) + plotHairline(["average"], False, False, True, IMAGES, "dataAverageLateralAngle.pdf", True, False, True, True, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["l"], False, False) + + + + # stress inducing factor since 2023-09-11 (ex: sickness, work or in this case being near an anoying person) to see if there was an influence on the hair loss + plotHairline(["average"], False, True, False, IMAGES, "dataAverageNormalizedSince2023-09-11AllAngles.pdf", True, False, True, True, date.fromisoformat("2023-09-11"), date.fromisoformat("2050-01-01"), ["t", "f", "l"], False, False) + plotHairline(["average"], False, True, False, IMAGES, "dataAverageNormalizedSince2023-09-11TopAngles.pdf", True, False, True, True, date.fromisoformat("2023-09-11"), date.fromisoformat("2050-01-01"), ["t"], False, False) + plotHairline(["average"], False, True, False, IMAGES, "dataAverageNormalizedSince2023-09-11FaceAngles.pdf", True, False, True, True, date.fromisoformat("2023-09-11"), date.fromisoformat("2050-01-01"), ["f"], False, False) + plotHairline(["average"], False, True, False, IMAGES, "dataAverageNormalizedSince2023-09-11LateralAngles.pdf", True, False, True, True, date.fromisoformat("2023-09-11"), date.fromisoformat("2050-01-01"), ["l"], False, False) + + # from our testing top is a less reliable angle + # top and lateral angle + plotHairline(["llava:7b", "gemma4:12b", "qwen3-vl:8b", "ministral-3:8b"], False, False, True, IMAGES, "rawDataAllModelsFaceAndLateralAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f","l"], False, False) + plotHairline(["llava:7b", "gemma4:12b", "qwen3-vl:8b", "ministral-3:8b"], True, False, False, IMAGES, "withCleanDataAllModelsFaceAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f","l"], False, False) + plotHairline(["llava:7b", "gemma4:12b", "qwen3-vl:8b", "ministral-3:8b"], False, True, False, IMAGES, "withNormalizedAllModelsFaceAndLateralAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f","l"], False, False) + plotHairline(["llava:7b"], True, False, True, IMAGES, "dataLlavaFaceAndLateralAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f","l"], False, False) + plotHairline(["gemma4:12b"], True, False, True, IMAGES, "dataGemmaFaceAndLateralAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f","l"], False, False) + plotHairline(["qwen3-vl:8b"], True, False, True, IMAGES, "dataQwenFaceAndLateralAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f","l"], False, False) + plotHairline(["ministral-3:8b"], True, False, True, IMAGES, "dataMinistralFaceAndLateralAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f","l"], False, False) + plotHairline(["ministral-3:8b"], True, True, False, IMAGES, "dataMinistralNormalizedFaceAndLateralAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f","l"], False, False) + plotHairline(["llava:7b"], True, True, False, IMAGES, "dataLLavaNormalizedFaceAndLateralAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f","l"], False, False) + plotHairline(["gemma4:12b"], True, True, False, IMAGES, "dataGemmaNormalizedFaceAndLateralAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f","l"], False, False) + plotHairline(["qwen3-vl:8b"], True, True, False, IMAGES, "dataQwenNormalizedFaceAndLateralAngle.pdf", True, False, False, False, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f","l"], False, False) + plotHairline(["average"], False, True, False, IMAGES, "dataAverageNormalizedFaceAndLateralAngle.pdf", True, False, True, True, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f","l"], False, False) + plotHairline(["average"], False, False, True, IMAGES, "dataAverageFaceAndLateralAngle.pdf", True, False, True, True, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f","l"], False, False) + + plotHairline(["average"], False, True, False, IMAGES, "dataAverageNormalizedSince2023-09-11FaceAndLateralAngles.pdf", True, False, True, True, date.fromisoformat("2023-09-11"), date.fromisoformat("2050-01-01"), ["f","l"], False, False) + + # final plots + plotHairline(["average"], False, True, False, IMAGES, "averagedDataAverageNormalizedFaceAndLateralAngle.pdf", True, False, True, True, date.fromisoformat("1983-04-01"), date.fromisoformat("2050-01-01"), ["f","l"], True, False) + plotHairline(["average"], False, True, False, IMAGES, "averagedDataAverageNormalizedSince2023-09-11FaceAndLateralAngles.pdf", True, False, True, True, date.fromisoformat("2023-09-11"), date.fromisoformat("2050-01-01"), ["f","l"], True, False) + + diff --git a/hairloss/visuals.py b/hairloss/visuals.py new file mode 100644 index 0000000..fee2172 --- /dev/null +++ b/hairloss/visuals.py @@ -0,0 +1,100 @@ +from tinydb import TinyDB +from datetime import datetime +import matplotlib.pyplot as plt +from os import path +from scipy.stats import spearmanr +import numpy as np +from datetime import date +from logging import getLogger +logger = getLogger("hairloss") + +def averageWithDates(dates, values): # average points with same date + dates = np.array(dates) + values = np.array(values) + datesUnique = np.unique(dates) + valuesUnique = np.array([values[dates == datesCopy].mean() for datesCopy in datesUnique]) + return (datesUnique, valuesUnique) + +def plotHairline(models: [str], withClean: bool, withNormalized: bool, withRaw: bool, image_path: str, filepath: str, doSave: bool, doShow: bool, doRegression: bool, doCorrelation: bool, start: date, end: date, angles: [str], doAverage: bool, doPlot: bool): + db = TinyDB(path.abspath(path.join(image_path, "../hairlineResults.json"))) + + if doPlot and (doRegression or doCorrelation): + raise ValueError("You can't use regression or correlation wit doPlot set to true.") + + if doPlot and not doAverage: + raise ValueError("doPlot needs doAverage set to True") + + databaseEntry = db.all() + filteredDatabaseEntry = [] + for entry in databaseEntry: + # we filter by date + if start <= date.fromisoformat(entry["filename"][:10]) <= end: + # and by angles + for angleType in angles: + if angleType in entry["filename"]: + filteredDatabaseEntry.append(entry) + + dates = [datetime.strptime(d["filename"][:10], "%Y-%m-%d") for d in filteredDatabaseEntry] + + plt.figure(figsize=(12, 6)) + + + if (doRegression or doCorrelation) and withClean + withNormalized + withRaw != 1: + raise ValueError(f"With doRegression or doCorrelation exaclty one of withClean, withNormalized or withRaw must be set to true") + + values = [] + + # plot raw values + if withRaw: + for model in models: + values = [d[model] for d in filteredDatabaseEntry] + if doAverage: + dates, values = averageWithDates(dates, values) + if doPlot: + plt.plot(dates, values, label=model) + else: + plt.scatter(dates, values, label=model) + + # plot without uncertain + if withClean: + for model in models: + key = model + "WithoutUnsure" + values = [d[key] for d in filteredDatabaseEntry] + if doAverage: + dates, values = averageWithDates(dates, values) + if doPlot: + plt.plot(dates, values, label=key) + else: + plt.scatter(dates, values, label=key) + if withNormalized: + for model in models: + key = model + "Normalized" + values = [d[key] for d in filteredDatabaseEntry] + if doAverage: + dates, values = averageWithDates(dates, values) + if doPlot: + plt.plot(dates, values, label=key) + else: + plt.scatter(dates, values, label=key) + + if doCorrelation: + rho, p = spearmanr([d.toordinal() for d in dates], values) + plt.plot([], [], ' ', label=f"Correlation factor of {rho:-3f} (with p-value of {p:.3g})") + + if doRegression: + x = np.array([d.toordinal() for d in dates]) + m, b = np.polyfit(x, values, 1) + plt.plot(dates, m*x + b, label=f"Regression line y={m}*x + {b}") + + + plt.xlabel("Dates") + plt.ylabel("Baldness score") + plt.title(filepath) + plt.grid(True, alpha=0.3) + plt.legend() + plt.tight_layout() + if doShow: + plt.show() + if doSave: + plt.savefig(filepath, bbox_inches="tight") + plt.close() diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..8860555 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,22 @@ +[build-system] +requires = ["setuptools"] +build-backend = "setuptools.build_meta" + +[project] +name = "hairloss" +version = "0.1" +description = "Hairloss graph over time." +requires-python = ">=3.10" +dependencies = [ + "tinydb", + "requests", + "matplotlib", + "numpy", + "scipy" +] + +[project.scripts] +hairloss = "hairloss.main:main" + +[tool.setuptools] +packages = ["hairloss"] diff --git a/rawDataAllModels.pdf b/rawDataAllModels.pdf new file mode 100644 index 0000000..a95754b Binary files /dev/null and b/rawDataAllModels.pdf differ diff --git a/rawDataAllModelsAllAngles.pdf b/rawDataAllModelsAllAngles.pdf new file mode 100644 index 0000000..8d516a0 Binary files /dev/null and b/rawDataAllModelsAllAngles.pdf differ diff --git a/rawDataAllModelsFaceAndLateralAngle.pdf b/rawDataAllModelsFaceAndLateralAngle.pdf new file mode 100644 index 0000000..be3cd60 Binary files /dev/null and b/rawDataAllModelsFaceAndLateralAngle.pdf differ diff --git a/rawDataAllModelsFaceAngle.pdf b/rawDataAllModelsFaceAngle.pdf new file mode 100644 index 0000000..c1b6855 Binary files /dev/null and b/rawDataAllModelsFaceAngle.pdf differ diff --git a/rawDataAllModelsLateralAngle.pdf b/rawDataAllModelsLateralAngle.pdf new file mode 100644 index 0000000..1fc09ed Binary files /dev/null and b/rawDataAllModelsLateralAngle.pdf differ diff --git a/rawDataAllModelsTopAndLateralAngle.pdf b/rawDataAllModelsTopAndLateralAngle.pdf new file mode 100644 index 0000000..5784057 Binary files /dev/null and b/rawDataAllModelsTopAndLateralAngle.pdf differ diff --git a/rawDataAllModelsTopAngle.pdf b/rawDataAllModelsTopAngle.pdf new file mode 100644 index 0000000..d1c8768 Binary files /dev/null and b/rawDataAllModelsTopAngle.pdf differ diff --git a/rename.sh b/rename.sh new file mode 100644 index 0000000..0fbab56 --- /dev/null +++ b/rename.sh @@ -0,0 +1,27 @@ +#!/etc/profiles/per-user/tomasr/bin/zsh + +set -euo pipefail + +DIR="${1:-.}" + +find "$DIR" -maxdepth 1 -type f | while read -r file; do + filename=$(basename "$file") + + if [[ "$filename" == *.* ]]; then + ext=".${filename##*.}" + else + ext="" + fi + + date=$(date -d "@$(stat -c %Y "$file")" +%F) + + newname="${date}${ext}" + + n=1 + while [[ -e "$DIR/$newname" && "$filename" != "$newname" ]]; do + newname="${date}_$n${ext}" + ((n++)) + done + + mv -- "$file" "$DIR/$newname" +done diff --git a/withCleanDataAllModels.pdf b/withCleanDataAllModels.pdf new file mode 100644 index 0000000..8d5b5c3 Binary files /dev/null and b/withCleanDataAllModels.pdf differ diff --git a/withCleanDataAllModelsAllAngles.pdf b/withCleanDataAllModelsAllAngles.pdf new file mode 100644 index 0000000..1065866 Binary files /dev/null and b/withCleanDataAllModelsAllAngles.pdf differ diff --git a/withCleanDataAllModelsFaceAngle.pdf b/withCleanDataAllModelsFaceAngle.pdf new file mode 100644 index 0000000..932e937 Binary files /dev/null and b/withCleanDataAllModelsFaceAngle.pdf differ diff --git a/withCleanDataAllModelsLateralAngle.pdf b/withCleanDataAllModelsLateralAngle.pdf new file mode 100644 index 0000000..b445c7f Binary files /dev/null and b/withCleanDataAllModelsLateralAngle.pdf differ diff --git a/withCleanDataAllModelsTopAngle.pdf b/withCleanDataAllModelsTopAngle.pdf new file mode 100644 index 0000000..7230f73 Binary files /dev/null and b/withCleanDataAllModelsTopAngle.pdf differ diff --git a/withNormalizedAllModels.pdf b/withNormalizedAllModels.pdf new file mode 100644 index 0000000..48e6dea Binary files /dev/null and b/withNormalizedAllModels.pdf differ diff --git a/withNormalizedAllModelsAllAngles.pdf b/withNormalizedAllModelsAllAngles.pdf new file mode 100644 index 0000000..1f6b46b Binary files /dev/null and b/withNormalizedAllModelsAllAngles.pdf differ diff --git a/withNormalizedAllModelsFaceAndLateralAngle.pdf b/withNormalizedAllModelsFaceAndLateralAngle.pdf new file mode 100644 index 0000000..a4971f1 Binary files /dev/null and b/withNormalizedAllModelsFaceAndLateralAngle.pdf differ diff --git a/withNormalizedAllModelsFaceAngle.pdf b/withNormalizedAllModelsFaceAngle.pdf new file mode 100644 index 0000000..5af5dc9 Binary files /dev/null and b/withNormalizedAllModelsFaceAngle.pdf differ diff --git a/withNormalizedAllModelsLateralAngle.pdf b/withNormalizedAllModelsLateralAngle.pdf new file mode 100644 index 0000000..3ce34a0 Binary files /dev/null and b/withNormalizedAllModelsLateralAngle.pdf differ diff --git a/withNormalizedAllModelsTopAndLateralAngle.pdf b/withNormalizedAllModelsTopAndLateralAngle.pdf new file mode 100644 index 0000000..c00c690 Binary files /dev/null and b/withNormalizedAllModelsTopAndLateralAngle.pdf differ diff --git a/withNormalizedAllModelsTopAngle.pdf b/withNormalizedAllModelsTopAngle.pdf new file mode 100644 index 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