benchmark,source,status,n_items,n_mcq,n_open,n_videos,n_video_hashed,n_sample,n_sample_missing,n_sample_text_mismatch,elapsed_s,note ALLVB,t3_export,ok,25564,25564,0,140,139,300,0,0,8.2, ActivityNet-CON,t3_export,ok,14754,14754,0,500,220,300,0,0,10.9, ActivityNet-QA,cache(earlier run),ok,8000,0,8000,800,580,300,0,0,14.2,no_options=8000 AoTBench,cache(earlier run),ok,6428,6428,0,5081,4946,300,0,300,135.6,options_from_question=6428 Artifact-Bench,cache(earlier run),ok,850,565,285,850,849,300,0,0,29.5,multi_select=285 CAViAR,t3_export,ok,2996,2996,0,749,747,300,0,0,33.8, COVER,cache(earlier run),ok,5846,5845,1,2797,2793,300,0,0,116.4,answer_not_in_options=1 CUVA,cache(earlier run),ok,600,0,600,198,198,300,0,0,6.8,no_options=600 Camera Movement Understanding (BU_Google),cache(earlier run),ok,3261,3261,0,1706,1701,300,0,0,67.3, CameraBench,cache(earlier run),ok,14172,0,14172,1071,1068,300,0,0,45.5,no_options=14172 Causal2Needles,t3_export,ok,747,747,0,167,162,300,0,0,9.6, Charades-CON,t3_export,ok,7069,7069,0,500,499,300,0,0,43.3, Charades-STA,cache(earlier run),ok,3720,0,3720,1334,1331,300,0,300,55.3,no_options=3720 CineTechBench,t3_export,ok,127,127,0,127,113,127,0,0,5.3, Colon-Bench,t3_export,ok,1485,1485,0,499,498,300,0,0,27.6, ContPhy,t3_export,ok,1715,1412,303,600,600,300,0,0,30.0,multi_select=303 DSI-Bench,cache(earlier run),ok,1769,1769,0,943,942,299,0,0,37.0, DSRBench,cache(earlier run),ok,1450,1450,0,563,559,299,0,0,35.4, E-VQA,cache(earlier run),ok,2706,2705,1,2540,2493,300,0,0,103.3,no_options=1 E.T. Bench,t3_export,ok,1500,1500,0,1500,526,300,0,0,27.2, ELV-Halluc,cache(earlier run),ok,4680,4680,0,195,195,300,0,0,18.8, EgoPlan-Bench,cache(earlier run),ok,3343,0,3343,3327,2602,300,0,0,92.4,no_options=3343 EgoSchema,cache(earlier run),ok,500,500,0,453,453,300,0,0,20.6, EventHallusion,t3_export,ok,409,409,0,397,395,300,0,0,24.8, ExAct,cache(earlier run),ok,3521,3521,0,3516,3515,300,0,0,119.8, ExpVid,t3_export,ok,7800,5522,2278,6651,6619,300,0,0,231.0,no_options=2278 ExtremeWhenBench,cache(earlier run),ok,1679,0,1679,159,107,300,76,224,5.9,no_options=1679 FAVOR-Bench,cache(earlier run),ok,8184,8184,0,1775,1759,300,0,0,92.6, FindingDory,cache(earlier run),ok,85083,0,85083,1578,1187,300,0,0,77.1,no_options=85083 FineBench,t3_export,ok,20143,20143,0,7,4,300,0,0,4.1, ForeSeaQA,t3_export,ok,591,591,0,31,31,300,0,0,1.2, GUI-World,t3_export,ok,3642,3642,0,1812,1806,300,0,0,45.5, GasVideo-1000,cache(earlier run),ok,1013,513,500,514,513,650,0,0,11.9,no_options=500 HERBench,t3_export,ok,1971,1971,0,68,66,300,0,0,2.0, HLV-1K,t3_export,ok,10533,10533,0,1009,523,300,0,0,19.2, HourVideo,cache(earlier run),ok,1157,1157,0,50,49,300,0,0,2.3, IntPhys2,cache(earlier run),ok,1072,1072,0,1064,1064,300,0,0,24.1, JumpScore,cache(earlier run),ok,189,0,189,189,189,189,0,0,3.7,no_options=189 K9-Bench,t3_export,ok,4744,4744,0,907,889,299,0,0,37.9, KFS-Bench,t3_export,ok,580,580,0,266,266,300,0,0,9.1, LOKI,t3_export,ok,1272,1272,0,635,632,300,0,0,18.0, LVBench,cache(earlier run),ok,1549,1549,0,103,102,300,0,300,4.6,options_from_question=1549 Lemonade,cache(earlier run),ok,36521,0,36521,49,49,300,0,0,9.3,no_options=36521 LongTimeScope,cache(earlier run),ok,900,900,0,450,248,300,0,300,9.6,options_from_question=900 LongVT,cache(earlier run),ok,652,0,652,244,196,300,0,0,7.2,no_options=652 LongVideo-Reason-eval,t3_export,ok,856,827,29,847,828,300,0,0,24.6,letter_out_of_range=29 LongVideoBench,cache(earlier run),ok,1337,1337,0,753,309,300,0,0,1.9, MEGA-Bench(video),cache(earlier run),ok,269,0,269,69,69,269,0,0,1.8,no_options=269 MF2 (Movie Facts and Fibs),cache(earlier run),ok,1736,1736,0,53,53,348,0,0,2.6, MLVU,cache(earlier run),ok,2174,2174,0,1122,546,300,0,0,18.3, MME-VideoOCR,t3_export,ok,1456,1456,0,1115,1115,300,0,0,28.4, MMR-V,cache(earlier run),ok,1257,1255,2,316,199,300,0,0,5.1,answer_not_in_options=2 MMSI-Video,cache(earlier run),ok,1106,1106,0,783,388,300,0,0,9.8, MMVU,cache(earlier run),ok,1000,625,375,540,497,300,0,0,16.6,no_options=375 MMWorld,cache(earlier run),ok,1551,1551,0,371,283,300,0,0,11.2, MORSE-500,cache(earlier run),ok,500,0,500,497,497,299,0,0,13.7,no_options=500 MVBench,cache(earlier run),ok,3600,3579,21,3303,1260,300,0,0,34.5,letter_out_of_range=16; no_options=5 MVTamperBench,cache(earlier run),ok,22800,22800,0,20425,2206,300,0,0,66.7, M^3-Verse,t3_export,ok,3374,3373,1,299,189,300,0,0,8.7,answer_not_in_options=1 MotionBench,cache(earlier run),ok,4018,4017,1,2706,1659,300,0,300,47.5,options_from_question=4017; no_options=1 NExT-QA,cache(earlier run),ok,23085,0,23085,1570,370,300,0,0,12.1,no_options=23085 NaturalBench-Video,t3_export,ok,1860,930,930,414,295,300,0,150,9.2,options_from_question=930; no_options=930 Neptune,cache(earlier run),ok,8708,0,8708,2367,410,300,0,0,14.5,no_options=8708 OMTGBench,cache(earlier run),ok,320,0,320,287,280,300,0,0,8.5,no_options=320 OSI-Bench,cache(earlier run),ok,8766,2665,6101,997,440,299,0,0,22.6,no_options=6101 OVO-S-Bench,t3_export,ok,1632,1632,0,286,141,300,0,0,5.7, OVR-Kinetics,cache(earlier run),ok,7563,0,7563,7295,299,300,0,0,12.1,no_options=7563 PAIBench-U,cache(earlier run),ok,1214,2,1212,1020,798,300,0,0,17.9,options_from_question=2; no_options=1212 PLM-VideoBench,cache(earlier run),ok,665,0,665,662,432,300,0,0,7.7,no_options=665 PerceptionComp,cache(earlier run),ok,1114,0,1114,273,186,300,0,0,4.5,no_options=1114 PerceptionTest,cache(earlier run),ok,19140,19140,0,5260,807,300,0,0,25.8, PhysicalAI-Understanding,cache(earlier run),ok,1214,2,1212,1020,690,300,0,0,3.8,options_from_question=2; no_options=1212 PushupBench,cache(earlier run),ok,227,0,227,227,227,227,0,0,3.3,no_options=227 QBench-Video,cache(earlier run),ok,892,622,270,882,652,300,0,205,16.3,options_from_question=622; no_options=270 ReVSI,cache(earlier run),ok,24531,10046,14485,1521,1227,300,0,0,42.2,no_options=14485 ReXTime,t3_export,ok,921,921,0,696,581,300,0,0,17.3, ReactHuman Benchmark (Scaled),t3_export,ok,1054,1054,0,1054,759,297,0,0,22.3, S-EMBER,t3_export,ok,9448,9448,0,3141,1409,299,0,0,57.4, SAW-Bench,cache(earlier run),ok,4142,4142,0,785,522,299,0,0,21.9, SFI-Bench,cache(earlier run),ok,1555,1555,0,133,112,300,0,0,4.1, SIS-Bench,t3_export,ok,4856,4856,0,1601,1336,300,0,0,37.3, SLVMBench,t3_export,ok,2255,2255,0,1992,670,300,0,0,20.8, STI-Bench,t3_export,ok,4128,4128,0,369,367,299,0,0,14.8, SVCBench,t3_export,ok,4576,0,4576,4507,4192,300,0,0,100.5,no_options=4576 ScaleLong,t3_export,ok,1723,1723,0,269,191,300,0,0,6.6, SciVideoBench,t3_export,ok,1000,1000,0,241,210,300,0,0,6.1, SiteBench-Video,cache(earlier run),ok,3619,3619,0,2398,458,300,0,0,11.7, SmartHome-Bench,t3_export,ok,1023,1023,0,1023,451,300,0,0,10.6, SoMi-ToM,cache(earlier run),ok,75,0,75,15,12,75,0,0,0.4,no_options=75 SpatialTreeBench,cache(earlier run),ok,814,352,462,786,349,300,0,0,6.5,no_options=462 StreamingBench,cache(earlier run),ok,2750,2750,0,547,250,300,0,0,10.2, TOC-Bench,t3_export,ok,2321,2218,103,1948,1571,300,0,0,25.4,no_options=103 TOMATO,cache(earlier run),ok,1484,1484,0,1395,615,300,0,0,18.6, TVBench,cache(earlier run),ok,2205,2205,0,1951,522,300,0,0,13.5, TaskMeAnything-v1-videoqa-2024,t3_export,ok,3567,3567,0,2762,293,300,0,0,9.0, TempCompass,cache(earlier run),ok,7540,2080,5460,410,331,300,0,79,9.9,options_from_question=2080; no_options=5460 TemporalBench,cache(earlier run),ok,44353,40463,3890,3753,280,300,0,283,50.1,options_from_question=40463; no_options=3890 TimeBlind,cache(earlier run),ok,2400,1200,1200,1155,242,300,0,181,9.2,options_from_question=1200; no_options=1200 TimeLens,cache(earlier run),ok,9194,0,9194,4204,539,300,0,0,17.1,no_options=9194 TimeScope,cache(earlier run),ok,3000,3000,0,1500,286,300,0,300,9.9,options_from_question=3000 UCF101-AD,t3_export,ok,4224,4224,0,4224,300,300,0,0,9.6, UrbanVideo-Bench,t3_export,ok,5355,5355,0,1393,949,300,0,0,25.8, V2P-Bench,cache(earlier run),ok,1169,1169,0,981,278,300,0,300,9.3,options_from_question=1169 VANE-Bench,t3_export,ok,559,559,0,325,221,300,0,0,7.1, VAU-Bench (UCF-Crime),t3_export,ok,251,251,0,251,251,251,0,0,8.0, VCR-Bench,cache(earlier run),ok,2068,510,1558,858,256,299,0,86,7.2,options_from_question=510; no_options=1558 VELOCITI,t3_export,ok,8789,8789,0,864,484,300,0,0,18.5, VF-Eval,t3_export,ok,5932,5932,0,970,568,300,0,0,18.9, VGenST-Bench,t3_export,ok,9707,9707,0,1200,678,300,0,0,15.8, VIABench,cache(earlier run),ok,340,0,340,165,158,300,0,0,4.9,no_options=340 VITATECS,cache(earlier run),ok,13838,13838,0,6456,568,300,0,0,19.0, VKnowU,cache(earlier run),ok,1680,1680,0,1656,276,300,0,0,6.6, VNBench,t3_export,ok,320,320,0,320,299,300,0,0,5.6, VRU-Accident,t3_export,ok,5989,5989,0,1000,847,300,0,0,24.9, VSI-Bench,cache(earlier run),ok,10260,4980,5280,288,150,300,0,0,31.3,no_options=5280 VSI-Super,cache(earlier run),ok,200,0,200,177,177,200,0,0,4.6,no_options=200 VSI-Super-Wild,cache(earlier run),ok,6980,5867,1113,442,216,300,0,0,9.2,no_options=1113 VStaT,cache(earlier run),ok,861,366,495,530,169,344,0,0,5.3,no_options=495 VURB,cache(earlier run),ok,2100,1415,685,439,250,300,0,76,5.1,options_from_question=480; no_options=685 ViMUL-Bench,cache(earlier run),ok,8025,4546,3479,879,241,300,0,0,10.3,no_options=3479 VidPair-Halluc,cache(earlier run),ok,11523,2789,8734,2000,275,300,0,0,14.4,answer_not_in_options=1211; no_options=7523 Video-Holmes,t3_export,ok,3388,3388,0,502,344,300,0,0,8.2, Video-LevelGauge,t3_export,ok,1177,1177,0,396,390,300,0,0,2.0, Video-MME,cache(earlier run),ok,2700,2700,0,900,268,300,0,0,1.1, Video-MME-v2,cache(earlier run),ok,3200,3200,0,800,252,300,0,0,2.1, Video-TT,cache(earlier run),ok,10000,2000,8000,1000,271,300,0,60,1.8,options_from_question=2000; no_options=8000 VideoAds,t3_export,ok,1100,1100,0,200,161,300,0,0,1.1, VideoEspresso,t3_export,ok,1382,1382,0,1328,741,300,0,0,4.1, VideoEval-Pro,cache(earlier run),ok,1289,1289,0,465,194,300,0,0,0.4, VideoGameQA-Bench,t3_export,ok,1000,1000,0,1000,300,300,0,0,2.2, VideoHallucer,cache(earlier run),ok,2300,2300,0,1308,273,300,0,0,1.7, VideoKR,cache(earlier run),ok,2000,1318,682,881,256,300,0,0,0.7,no_options=682 VideoMMMU,cache(earlier run),ok,900,880,20,300,209,300,0,0,1.0,no_options=20 VideoMathQA,cache(earlier run),ok,2100,2100,0,408,215,300,0,0,1.4, VideoOdyssey,cache(earlier run),ok,2680,2680,0,100,89,320,0,0,0.7, VideoZeroBench,cache(earlier run),ok,1000,0,1000,138,122,300,0,0,0.9,no_options=1000 Vinoground,cache(earlier run),ok,1000,1000,0,1000,300,300,0,0,1.6, iSafetyBench,t3_export,ok,3456,2647,809,1100,263,299,0,0,1.9,multi_select=809 v-HUB,cache(earlier run),ok,1902,951,951,951,273,300,0,130,1.8,options_from_question=951; no_options=951