 & Triangle & Quadrilateral & Length & Angle & Area & Diameter & Shape (s) & Shape (m) & Extraction & Intersection &  \\
\midrule
Random & 50.0 & 50.0 & 20.0 & 20.0 & 20.0 & 50.0 & 50.0 & 6.2 & 20.0 & 50.0 & 34.2 \\
\midrule
\rowcolor{cyan!20}Phi-3.5-vision & 46.0 & 49.0 & 25.0 & 21.0 & 24.0 & 68.0 & 52.0 & 12.0 & 35.0 & 51.0 & 39.0 \\
LLaVA-Next 8B & 54.0 & 52.0 & 25.0 & 16.0 & 19.0 & 48.0 & 40.0 & 18.0 & 24.0 & 49.0 & 35.1 \\
\rowcolor{Orange!20}LLaVA-Next 34B & 52.0 & 51.0 & 23.0 & 20.0 & 19.0 & 44.0 & 38.0 & 12.0 & 34.0 & 53.0 & 35.7 \\
Llama 3.2 11B & 50.0 & 41.0 & 20.0 & 21.0 & 20.0 & 46.0 & 42.0 & 16.0 & 41.0 & 47.0 & 35.0 \\
\rowcolor{Blue!20}Llama 3.2 90B & 40.0 & 48.0 & 22.0 & 30.0 & 32.0 & 54.0 & 62.0 & 28.0 & 50.0 & 50.0 & 41.2 \\
MolMo 7B-D & 49.0 & 46.0 & 23.0 & 19.0 & 26.0 & 53.0 & 34.0 & 22.0 & 28.0 & 53.0 & 36.1 \\
\rowcolor{Lavender!20}MolMo 72B & 43.0 & 46.0 & 24.0 & 27.0 & 44.0 & 51.0 & 38.0 & 34.0 & 35.0 & 52.0 & 39.8 \\
Qwen2-VL-2B & 43.0 & 44.0 & 13.0 & 19.0 & 30.0 & 47.0 & 32.0 & 8.0 & 23.0 & 48.0 & 31.9 \\
Qwen2-VL-7B & 49.0 & 52.0 & 26.0 & 21.0 & 29.0 & 48.0 & 42.0 & 12.0 & 48.0 & 53.0 & 39.2 \\
\rowcolor{RoyalPurple!20}Qwen2-VL-72B & 47.0 & 50.0 & 32.0 & 25.0 & 42.0 & 62.0 & 76.0 & 38.0 & 48.0 & 56.0 & 46.6 \\
InternVL2-4B & 48.0 & 43.0 & 22.0 & 23.0 & 23.0 & 49.0 & 60.0 & 14.0 & 37.0 & 57.0 & 37.7 \\
InternVL2-8B & 44.0 & 43.0 & 26.0 & 20.0 & 29.0 & 62.0 & 52.0 & 20.0 & 54.0 & 56.0 & 41.1 \\
InternVL2-26B & 42.0 & 50.0 & 27.0 & 23.0 & 36.0 & 52.0 & 60.0 & 30.0 & 57.0 & 49.0 & 42.3 \\
InternVL2-40B & 50.0 & 44.0 & 33.0 & 24.0 & 42.0 & 60.0 & 46.0 & 38.0 & 55.0 & 55.0 & 45.0 \\
\rowcolor{RedOrange!20}InternVL2-76B & 47.0 & 44.0 & 27.0 & 27.0 & 46.0 & 56.0 & 54.0 & 34.0 & 58.0 & 52.0 & 44.6 \\
\midrule
\rowcolor{YellowOrange!20}Claude 3.5 Sonnet & 54.0 & 50.0 & 28.0 & 24.0 & 31.0 & 54.0 & 84.0 & 42.0 & 81.0 & 62.0 & 49.7 \\
GPT-4o-mini & 48.0 & 64.0 & 29.0 & 17.0 & 33.0 & 62.0 & 72.0 & 38.0 & 31.0 & 53.0 & 43.6 \\
\rowcolor{Green!20}GPT-4o & 55.0 & 49.0 & 30.0 & 26.0 & 42.0 & 70.0 & 82.0 & 54.0 & 51.0 & 57.0 & 49.8 \\
Gemini 1.5 Flash & 50.0 & 46.0 & 26.0 & 23.0 & 38.0 & 67.0 & 72.0 & 42.0 & 65.0 & 64.0 & 48.4 \\
\rowcolor{BlueViolet!20}Gemini 1.5 Pro & 47.0 & 61.0 & 35.0 & 34.0 & 48.0 & 72.0 & 72.0 & 56.0 & 72.0 & 56.0 & 54.3 \\
\midrule
\midrule
Human & 96.7 & 90.0 & 93.3 & 93.3 & 86.7 & 100.0 & 93.3 & 93.0 & 93.3 & 95.0 & 93.5 \\
