Add certified BenchCheck evaluation logs: category_scores.csv

results/benchcheck_agentic_20260918/category_scores.csv

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+model,grouping,category,total,correct,accuracy
+gpt-6-astra,capability_group,perception,210,158,0.7523809523809524
+gpt-6-astra,capability_group,reasoning_knowledge,210,158,0.7523809523809524
+gpt-6-astra,capability_group,spatial_physical,210,167,0.7952380952380952
+gpt-6-astra,capability_group,temporal,210,173,0.8238095238095238
+gpt-6-astra,fine_category,action_counting,41,34,0.8292682926829268
+gpt-6-astra,fine_category,domain_knowledge,17,14,0.8235294117647058
+gpt-6-astra,fine_category,metric_scale_estimation,1,1,1.0
+gpt-6-astra,fine_category,multi_hop_reasoning,193,144,0.7461139896373057
+gpt-6-astra,fine_category,ocr_text,6,4,0.6666666666666666
+gpt-6-astra,fine_category,perception_attribute,16,11,0.6875
+gpt-6-astra,fine_category,perception_comparison,16,9,0.5625
+gpt-6-astra,fine_category,perception_fine_grained_action,84,70,0.8333333333333334
+gpt-6-astra,fine_category,perception_hallucination,41,31,0.7560975609756098
+gpt-6-astra,fine_category,perception_localization,4,3,0.75
+gpt-6-astra,fine_category,perception_low_visual_quality,4,4,1.0
+gpt-6-astra,fine_category,perception_object_counting,12,11,0.9166666666666666
+gpt-6-astra,fine_category,perception_object_misidentify,27,15,0.5555555555555556
+gpt-6-astra,fine_category,physics_causality,34,28,0.8235294117647058
+gpt-6-astra,fine_category,spatial_relation,175,138,0.7885714285714286
+gpt-6-astra,fine_category,speed_duration,21,16,0.7619047619047619
+gpt-6-astra,fine_category,temporal_localization,14,10,0.7142857142857143
+gpt-6-astra,fine_category,temporal_order,134,113,0.8432835820895522
+gpt-6-astra,benchmark,ALLVB,45,20,0.4444444444444444
+gpt-6-astra,benchmark,AoTBench,87,75,0.8620689655172413
+gpt-6-astra,benchmark,Camera Movement Understanding (BU_Google),31,30,0.967741935483871
+gpt-6-astra,benchmark,Colon-Bench,1,1,1.0
+gpt-6-astra,benchmark,DSI-Bench,7,6,0.8571428571428571
+gpt-6-astra,benchmark,DSRBench,1,0,0.0
+gpt-6-astra,benchmark,E-VQA,3,3,1.0
+gpt-6-astra,benchmark,E.T. Bench,3,3,1.0
+gpt-6-astra,benchmark,EgoSchema,1,0,0.0
+gpt-6-astra,benchmark,ExAct,1,1,1.0
+gpt-6-astra,benchmark,ExpVid,2,1,0.5
+gpt-6-astra,benchmark,FAVOR-Bench,23,14,0.6086956521739131
+gpt-6-astra,benchmark,ForeSeaQA,1,1,1.0
+gpt-6-astra,benchmark,GUI-World,6,3,0.5
+gpt-6-astra,benchmark,HLV-1K,9,6,0.6666666666666666
+gpt-6-astra,benchmark,HourVideo,2,0,0.0
+gpt-6-astra,benchmark,K9-Bench,18,15,0.8333333333333334
+gpt-6-astra,benchmark,LVBench,8,8,1.0
+gpt-6-astra,benchmark,LongVideo-Reason-eval,1,0,0.0
+gpt-6-astra,benchmark,LongVideoBench,1,1,1.0
+gpt-6-astra,benchmark,MLVU,7,7,1.0
+gpt-6-astra,benchmark,MME-VideoOCR,2,2,1.0
+gpt-6-astra,benchmark,MMR-V,1,0,0.0
+gpt-6-astra,benchmark,MMSI-Video,2,0,0.0
+gpt-6-astra,benchmark,MMVU,1,1,1.0
+gpt-6-astra,benchmark,MMWorld,5,4,0.8
+gpt-6-astra,benchmark,MVBench,2,1,0.5
+gpt-6-astra,benchmark,M^3-Verse,1,1,1.0
+gpt-6-astra,benchmark,MotionBench,9,7,0.7777777777777778
+gpt-6-astra,benchmark,NExT-QA,2,2,1.0
+gpt-6-astra,benchmark,NaturalBench-Video,7,7,1.0
+gpt-6-astra,benchmark,OSI-Bench,1,1,1.0
+gpt-6-astra,benchmark,OVO-S-Bench,4,3,0.75
+gpt-6-astra,benchmark,PerceptionTest,19,18,0.9473684210526315
+gpt-6-astra,benchmark,ReVSI,2,2,1.0
+gpt-6-astra,benchmark,ReXTime,3,3,1.0
+gpt-6-astra,benchmark,ReactHuman Benchmark (Scaled),1,1,1.0
+gpt-6-astra,benchmark,S-EMBER,120,96,0.8
+gpt-6-astra,benchmark,SAW-Bench,5,5,1.0
+gpt-6-astra,benchmark,SFI-Bench,3,3,1.0
+gpt-6-astra,benchmark,SIS-Bench,5,4,0.8
+gpt-6-astra,benchmark,SLVMBench,19,17,0.8947368421052632
+gpt-6-astra,benchmark,ScaleLong,3,2,0.6666666666666666
+gpt-6-astra,benchmark,SiteBench-Video,2,2,1.0
+gpt-6-astra,benchmark,SmartHome-Bench,1,1,1.0
+gpt-6-astra,benchmark,StreamingBench,10,4,0.4
+gpt-6-astra,benchmark,TOC-Bench,32,25,0.78125
+gpt-6-astra,benchmark,TOMATO,5,5,1.0
+gpt-6-astra,benchmark,TVBench,5,5,1.0
+gpt-6-astra,benchmark,TaskMeAnything-v1-videoqa-2024,2,1,0.5
+gpt-6-astra,benchmark,TempCompass,13,11,0.8461538461538461
+gpt-6-astra,benchmark,TemporalBench,11,9,0.8181818181818182
+gpt-6-astra,benchmark,TimeBlind,9,8,0.8888888888888888
+gpt-6-astra,benchmark,UrbanVideo-Bench,34,23,0.6764705882352942
+gpt-6-astra,benchmark,V2P-Bench,1,0,0.0
+gpt-6-astra,benchmark,VCR-Bench,1,1,1.0
+gpt-6-astra,benchmark,VELOCITI,10,10,1.0
+gpt-6-astra,benchmark,VF-Eval,17,11,0.6470588235294118
+gpt-6-astra,benchmark,VGenST-Bench,3,3,1.0
+gpt-6-astra,benchmark,VITATECS,24,20,0.8333333333333334
+gpt-6-astra,benchmark,VKnowU,7,3,0.42857142857142855
+gpt-6-astra,benchmark,VRU-Accident,11,10,0.9090909090909091
+gpt-6-astra,benchmark,ViMUL-Bench,7,4,0.5714285714285714
+gpt-6-astra,benchmark,VidPair-Halluc,2,2,1.0
+gpt-6-astra,benchmark,Video-Holmes,18,10,0.5555555555555556
+gpt-6-astra,benchmark,Video-LevelGauge,2,2,1.0
+gpt-6-astra,benchmark,Video-MME,10,8,0.8
+gpt-6-astra,benchmark,Video-MME-v2,31,19,0.6129032258064516
+gpt-6-astra,benchmark,Video-TT,9,7,0.7777777777777778
+gpt-6-astra,benchmark,VideoAds,27,26,0.9629629629629629
+gpt-6-astra,benchmark,VideoEspresso,7,7,1.0
+gpt-6-astra,benchmark,VideoEval-Pro,4,4,1.0
+gpt-6-astra,benchmark,VideoMMMU,1,1,1.0
+gpt-6-astra,benchmark,VideoMathQA,2,2,1.0
+gpt-6-astra,benchmark,VideoOdyssey,30,20,0.6666666666666666
+gpt-6-astra,benchmark,Vinoground,17,17,1.0
+claude-fable-5-1,capability_group,perception,210,145,0.6904761904761905
+claude-fable-5-1,capability_group,reasoning_knowledge,210,138,0.6571428571428571
+claude-fable-5-1,capability_group,spatial_physical,210,149,0.7095238095238096
+claude-fable-5-1,capability_group,temporal,210,151,0.719047619047619
+claude-fable-5-1,fine_category,action_counting,41,18,0.43902439024390244
+claude-fable-5-1,fine_category,domain_knowledge,17,15,0.8823529411764706
+claude-fable-5-1,fine_category,metric_scale_estimation,1,0,0.0
+claude-fable-5-1,fine_category,multi_hop_reasoning,193,123,0.6373056994818653
+claude-fable-5-1,fine_category,ocr_text,6,3,0.5
+claude-fable-5-1,fine_category,perception_attribute,16,10,0.625
+claude-fable-5-1,fine_category,perception_comparison,16,7,0.4375
+claude-fable-5-1,fine_category,perception_fine_grained_action,84,64,0.7619047619047619
+claude-fable-5-1,fine_category,perception_hallucination,41,28,0.6829268292682927
+claude-fable-5-1,fine_category,perception_localization,4,3,0.75
+claude-fable-5-1,fine_category,perception_low_visual_quality,4,4,1.0
+claude-fable-5-1,fine_category,perception_object_counting,12,11,0.9166666666666666
+claude-fable-5-1,fine_category,perception_object_misidentify,27,15,0.5555555555555556
+claude-fable-5-1,fine_category,physics_causality,34,27,0.7941176470588235
+claude-fable-5-1,fine_category,spatial_relation,175,122,0.6971428571428572
+claude-fable-5-1,fine_category,speed_duration,21,16,0.7619047619047619
+claude-fable-5-1,fine_category,temporal_localization,14,9,0.6428571428571429
+claude-fable-5-1,fine_category,temporal_order,134,108,0.8059701492537313
+claude-fable-5-1,benchmark,ALLVB,45,14,0.3111111111111111
+claude-fable-5-1,benchmark,AoTBench,87,70,0.8045977011494253
+claude-fable-5-1,benchmark,Camera Movement Understanding (BU_Google),31,31,1.0
+claude-fable-5-1,benchmark,Colon-Bench,1,1,1.0
+claude-fable-5-1,benchmark,DSI-Bench,7,6,0.8571428571428571
+claude-fable-5-1,benchmark,DSRBench,1,0,0.0
+claude-fable-5-1,benchmark,E-VQA,3,3,1.0
+claude-fable-5-1,benchmark,E.T. Bench,3,3,1.0
+claude-fable-5-1,benchmark,EgoSchema,1,0,0.0
+claude-fable-5-1,benchmark,ExAct,1,1,1.0
+claude-fable-5-1,benchmark,ExpVid,2,1,0.5
+claude-fable-5-1,benchmark,FAVOR-Bench,23,12,0.5217391304347826
+claude-fable-5-1,benchmark,ForeSeaQA,1,1,1.0
+claude-fable-5-1,benchmark,GUI-World,6,4,0.6666666666666666
+claude-fable-5-1,benchmark,HLV-1K,9,4,0.4444444444444444
+claude-fable-5-1,benchmark,HourVideo,2,0,0.0
+claude-fable-5-1,benchmark,K9-Bench,18,15,0.8333333333333334
+claude-fable-5-1,benchmark,LVBench,8,8,1.0
+claude-fable-5-1,benchmark,LongVideo-Reason-eval,1,0,0.0
+claude-fable-5-1,benchmark,LongVideoBench,1,1,1.0
+claude-fable-5-1,benchmark,MLVU,7,5,0.7142857142857143
+claude-fable-5-1,benchmark,MME-VideoOCR,2,2,1.0
+claude-fable-5-1,benchmark,MMR-V,1,1,1.0
+claude-fable-5-1,benchmark,MMSI-Video,2,1,0.5
+claude-fable-5-1,benchmark,MMVU,1,1,1.0
+claude-fable-5-1,benchmark,MMWorld,5,5,1.0
+claude-fable-5-1,benchmark,MVBench,2,1,0.5
+claude-fable-5-1,benchmark,M^3-Verse,1,0,0.0
+claude-fable-5-1,benchmark,MotionBench,9,7,0.7777777777777778
+claude-fable-5-1,benchmark,NExT-QA,2,1,0.5
+claude-fable-5-1,benchmark,NaturalBench-Video,7,7,1.0
+claude-fable-5-1,benchmark,OSI-Bench,1,1,1.0
+claude-fable-5-1,benchmark,OVO-S-Bench,4,3,0.75
+claude-fable-5-1,benchmark,PerceptionTest,19,15,0.7894736842105263
+claude-fable-5-1,benchmark,ReVSI,2,2,1.0
+claude-fable-5-1,benchmark,ReXTime,3,3,1.0
+claude-fable-5-1,benchmark,ReactHuman Benchmark (Scaled),1,1,1.0
+claude-fable-5-1,benchmark,S-EMBER,120,69,0.575
+claude-fable-5-1,benchmark,SAW-Bench,5,5,1.0
+claude-fable-5-1,benchmark,SFI-Bench,3,3,1.0
+claude-fable-5-1,benchmark,SIS-Bench,5,4,0.8
+claude-fable-5-1,benchmark,SLVMBench,19,15,0.7894736842105263
+claude-fable-5-1,benchmark,ScaleLong,3,2,0.6666666666666666
+claude-fable-5-1,benchmark,SiteBench-Video,2,1,0.5
+claude-fable-5-1,benchmark,SmartHome-Bench,1,1,1.0
+claude-fable-5-1,benchmark,StreamingBench,10,5,0.5
+claude-fable-5-1,benchmark,TOC-Bench,32,23,0.71875
+claude-fable-5-1,benchmark,TOMATO,5,5,1.0
+claude-fable-5-1,benchmark,TVBench,5,4,0.8
+claude-fable-5-1,benchmark,TaskMeAnything-v1-videoqa-2024,2,1,0.5
+claude-fable-5-1,benchmark,TempCompass,13,11,0.8461538461538461
+claude-fable-5-1,benchmark,TemporalBench,11,10,0.9090909090909091
+claude-fable-5-1,benchmark,TimeBlind,9,7,0.7777777777777778
+claude-fable-5-1,benchmark,UrbanVideo-Bench,34,18,0.5294117647058824
+claude-fable-5-1,benchmark,V2P-Bench,1,0,0.0
+claude-fable-5-1,benchmark,VCR-Bench,1,1,1.0
+claude-fable-5-1,benchmark,VELOCITI,10,9,0.9
+claude-fable-5-1,benchmark,VF-Eval,17,12,0.7058823529411765
+claude-fable-5-1,benchmark,VGenST-Bench,3,3,1.0
+claude-fable-5-1,benchmark,VITATECS,24,20,0.8333333333333334
+claude-fable-5-1,benchmark,VKnowU,7,2,0.2857142857142857
+claude-fable-5-1,benchmark,VRU-Accident,11,7,0.6363636363636364
+claude-fable-5-1,benchmark,ViMUL-Bench,7,3,0.42857142857142855
+claude-fable-5-1,benchmark,VidPair-Halluc,2,1,0.5
+claude-fable-5-1,benchmark,Video-Holmes,18,10,0.5555555555555556
+claude-fable-5-1,benchmark,Video-LevelGauge,2,2,1.0
+claude-fable-5-1,benchmark,Video-MME,10,5,0.5
+claude-fable-5-1,benchmark,Video-MME-v2,31,15,0.4838709677419355
+claude-fable-5-1,benchmark,Video-TT,9,8,0.8888888888888888
+claude-fable-5-1,benchmark,VideoAds,27,24,0.8888888888888888
+claude-fable-5-1,benchmark,VideoEspresso,7,5,0.7142857142857143
+claude-fable-5-1,benchmark,VideoEval-Pro,4,4,1.0
+claude-fable-5-1,benchmark,VideoMMMU,1,1,1.0
+claude-fable-5-1,benchmark,VideoMathQA,2,2,1.0
+claude-fable-5-1,benchmark,VideoOdyssey,30,17,0.5666666666666667
+claude-fable-5-1,benchmark,Vinoground,17,17,1.0