model,label,n,overall,blind,gain,perception,perception_n,temporal,temporal_n,spatial_physical,spatial_physical_n,reasoning_knowledge,reasoning_knowledge_n,dagger,ddagger,partial,n_blind
gpt-6-astra,GPT-6-Astra (agent),738,79.26829268292683,,,75.43859649122807,171,83.69565217391305,184,80.3921568627451,204,77.09497206703911,179,False,True,True,
claude-fable-5-1,Claude Fable 5.1 (agent),738,71.54471544715447,,,68.42105263157895,171,77.71739130434783,184,71.07843137254902,204,68.71508379888269,179,False,True,True,
claude-opus-5,Claude Opus 5 (agent),738,70.59620596205963,24.932249322493224,45.66395663956641,68.42105263157895,171,77.17391304347827,184,69.11764705882352,204,67.59776536312849,179,False,True,True,738.0
claude-opus-5,claude-opus-5,840,56.785714285714285,21.269841269841272,35.51587301587301,62.38095238095238,210,56.19047619047619,210,46.666666666666664,210,61.904761904761905,210,False,False,,
gemini-3.1-pro-preview,"gemini-3.1-pro-preview (agent, Gemini CLI)",265,54.71698113207547,23.867924528301888,30.84905660377358,58.2089552238806,67,59.09090909090909,66,60.60606060606061,66,40.909090909090914,66,False,True,True,265.0
gemini-3.5-flash-lite,"gemini-3.5-flash-lite (agent, Gemini CLI)",40,22.5,17.5,5.0,20.0,10,30.0,10,10.0,10,30.0,10,False,True,True,40.0
molmo2-8b,Molmo2-8B,840,19.047619047619047,4.821428571428572,14.226190476190474,20.0,210,16.19047619047619,210,17.142857142857142,210,22.857142857142858,210,False,False,,
internvl3.5-8b,InternVL3.5-8B,840,15.238095238095239,4.444444444444444,10.793650793650794,13.333333333333334,210,20.0,210,8.095238095238095,210,19.523809523809526,210,False,False,,
llava-ov2-8b,LLaVA-OneVision-2-8B,840,14.166666666666666,1.755952380952381,12.410714285714285,11.428571428571429,210,20.952380952380953,210,11.904761904761903,210,12.380952380952381,210,False,False,,
internvideo2.5-8b,InternVideo2.5-8B,840,12.380952380952381,7.490079365079364,4.890873015873018,12.857142857142856,210,10.952380952380953,210,8.095238095238095,210,17.61904761904762,210,False,False,,
videollama3-7b,VideoLLaMA3-7B,840,12.380952380952381,5.238095238095238,7.142857142857143,11.904761904761903,210,18.571428571428573,210,8.571428571428571,210,10.476190476190476,210,False,False,,
videoxl2,Video-XL-2,840,12.380952380952381,7.291666666666667,5.089285714285714,12.380952380952381,210,15.714285714285714,210,9.047619047619047,210,12.380952380952381,210,False,False,,
cambrian-s-7b,Cambrian-S-7B,840,11.30952380952381,5.317460317460317,5.992063492063493,12.380952380952381,210,10.0,210,3.8095238095238098,210,19.047619047619047,210,False,False,,
qwen3-vl-8b,Qwen3-VL-8B,840,9.523809523809524,1.4285714285714286,8.095238095238095,9.047619047619047,210,11.428571428571429,210,6.666666666666667,210,10.952380952380953,210,True,False,,
videochat3-4b,VideoChat3-4B,840,9.404761904761905,3.75,5.654761904761905,9.523809523809524,210,12.380952380952381,210,6.190476190476191,210,9.523809523809524,210,False,False,,