name,hf_repo,eval_type,question_format,has_chance_level,num_options,text_heavy,video_repo
Video-MME,lmms-eval/Video-MME,llm_fallback,mixed,False,4,False,
LongVideoBench,longvideobench/LongVideoBench,llm_fallback,mixed,False,5,False,
MLVU,sy1998/MLVU_dev,llm_fallback,MCQ,False,,False,
MVBench,OpenGVLab/MVBench,llm_fallback,mixed,False,,False,
VideoMMMU,lmms-eval/VideoMMMU,rule_only,MCQ,True,4,True,
EgoSchema,lmms-eval/egoschema,rule_only,MCQ,True,4,False,
LVBench,lmms-eval/LVBench,rule_only,MCQ,False,,False,
NExT-QA,lmms-eval/NExTQA,rule_only,MCQ,True,4,False,
PerceptionTest,lmms-eval/PerceptionTest,rule_only,MCQ,False,,False,lmms-eval/PerceptionTest_Val
MMVU,lmms-eval/MMVU,llm_required,MCQ,False,,False,
MMBench-Video,opencompass/MMBench-Video,llm_required,open,False,,False,
Charades-STA,lmms-eval/charades_sta,rule_only,mixed,False,,False,
TempCompass,lmms-eval/TempCompass,llm_fallback,mixed,False,2,False,
ActivityNet-QA,lmms-eval/ActivityNetQA,llm_required,open,False,,False,
VideoChatGPT,lmms-eval/VideoChatGPT,llm_required,open,False,,False,
MotionBench,zai-org/MotionBench,rule_only,MCQ,True,5,False,
VSI-Bench,nyu-visionx/VSI-Bench,rule_only,MCQ,False,,False,
CG-Bench,CG-Bench/CG-Bench,llm_required,mixed,False,,False,
HourVideo,HourVideo/HourVideo,rule_only,MCQ,False,,False,
VideoDetailCaption,lmms-lab/VideoDetailDescription,llm_required,open,False,,False,
TOMATO,lmms-eval/TOMATO,llm_required,MCQ,True,4,False,
Video-MME-v2,MME-Benchmarks/Video-MME-v2,llm_fallback,mixed,False,5,False,
WorldSense,lmms-lab/worldsense,llm_fallback,mixed,False,4,False,
ActivityNet-Captions,unknown,rule_only,open,False,,False,
STAR,unknown,rule_only,MCQ,False,,False,
DREAM-1K,mjuicem/DREAM-1k-VLMEvalKit,llm_required,open,False,,False,omni-research/DREAM-1K
MovieChat-1K,Enxin/lmms_MovieChat_test,llm_required,open,False,,False,
Kinetics-700,unknown,unknown,unknown,False,,False,
ReVSI,3dlg-hcvc/ReVSI,rule_only,MCQ,False,,False,
VSI-Super,nyu-visionx/VSI-SUPER-Count,rule_only,MCQ,False,,False,
TimeLens,kcz358/timelens,rule_only,grounding,False,,False,
VDC,wchai/lmms_VDC_test,llm_required,open,False,,False,
VideoEval-Pro,TIGER-Lab/VideoEval-Pro,llm_required,MCQ,False,,False,
FAVOR-Bench,FAVOR-Bench/FAVOR,rule_only,mixed,False,,False,
Video-Holmes,TencentARC/Video-Holmes,llm_fallback,MCQ,True,6,False,
MSVD-QA,unknown,rule_only,open,False,,False,
Molmo2-VideoCount,allenai/Molmo2-VideoCountEval,rule_only,numeric,False,,False,
VideoHallucer,bigai-nlco/VideoHallucer,rule_only,MCQ,False,,False,
StreamingBench,mjuicem/StreamingBench,rule_only,MCQ,False,,False,
Video-TT,lmms-eval/video-tt,llm_fallback,mixed,False,5,unknown,
OMTGBench,insomnia7/omtg_bench,rule_only,grounding,False,,False,
SiteBench-Video,franky-veteran/SITE-Bench,rule_only,mixed,False,4,False,
LongTimeScope,Apollo-LMMs/LongTimeScope2,rule_only,MCQ,False,,unknown,
LSDBench,TainU/LSDBench,rule_only,open,False,,False,
MVP-Bench,facebook/minimal_video_pairs,rule_only,MCQ,False,,unknown,
OSI-Bench,HarmlessSR07/OSI-Bench,rule_only,mixed,False,,unknown,
PAIBench-U,Jialuo21/PAIBench-U,rule_only,MCQ,True,2/3/4,unknown,
SIS-Bench,choucsan/SIS-Bench,rule_only,MCQ,True,4,unknown,
FALCONBench,cplou99/FALCON-Bench,llm_required,mixed,False,4,False,
DSRBench,lmms-lab-si/EASI-Leaderboard-Data,rule_only,MCQ,True,4,False,
STI-Bench,MINT-SJTU/STI-Bench,rule_only,MCQ,True,5,False,
MVTamperBench,Srikant86/MVTamperBench,llm_fallback,mixed,False,,False,
OVOBench,kcz358/OVOBench,rule_only,open,False,,False,JoeLeelyf/OVO-Bench
RepCount,lmms-lab-eval/repcount,rule_only,open,False,,False,
SSv2,lmms-lab-eval/ssv2,rule_only,open,False,,False,
TemporalBench,microsoft/TemporalBench,rule_only,open,False,,False,
QBench-Video,zhangzicheng/Q-Bench-Video,rule_only,MCQ,False,,False,
EgoTaskQA,nv-njb/EgoTaskQA-MCQ,rule_only,MCQ,False,,False,
Countix,unknown,rule_only,open,False,,False,
HD-EPIC,unknown,rule_only,grounding,False,,False,
FunQA,fesvhtr/FunQA_LMMs,llm_required,open,False,,False,
MMWorld,MMWorld/MMWorld,rule_only,MCQ,True,4,False,
Minerva,unknown,rule_only,unknown,False,,False,
EgoTempo,lmms-lab-eval/egotempo,rule_only,grounding,False,,False,
PLM-VideoBench,facebook/PLM-VideoBench,llm_required,mixed,False,,False,
Vinoground,HanSolo9682/Vinoground,rule_only,open,False,,False,
Video-MMLU,Enxin/Video-MMLU,llm_required,open,False,,True,
VITATECS,lscpku/VITATECS,llm_required,mixed,False,,False,
CG-AV-Counting,CG-Bench/CG-AV-Counting,rule_only,mixed,False,,False,
OVR-Kinetics,lmms-lab-eval/ovr_kinetics,rule_only,mixed,False,,False,
CVRR-ES,lmms-eval/CVRR-ES,llm_required,open,False,,False,
TVBench,FunAILab/TVBench,rule_only,mixed,False,,False,
CinePile,tomg-group-umd/cinepile,rule_only,MCQ,True,5,False,
Neptune,lmms-eval/GoogleDeepMind-NEPTUNE,rule_only,MCQ,True,5,False,
EgoPlan-Bench,EgoLife-v1/EgoPlan,rule_only,mixed,False,4,False,
EgoExoBench,Heleun/EgoExoBench_MCQ,llm_fallback,MCQ,False,,False,
SciVideoBench,groundmore/scivideobench,rule_only,MCQ,True,10,True,
VideoMathQA,MBZUAI/VideoMathQA,rule_only,mixed,False,5,True,
MMSI-Video,oscarqjh/MMSI-Video-Bench_lmmseval,rule_only,unknown,False,,False,
V2P-Bench,gaotiexinqu/V2P-Bench,rule_only,MCQ,False,,False,
VCR-Bench,VLM-Reasoning/VCR-Bench,rule_only,MCQ,True,3/4/5,False,
MEGA-Bench(video),TIGER-Lab/MEGA-Bench,rule_only,grounding,False,,unknown,
AV-SpeakerBench,plnguyen2908/AV-SpeakerBench,rule_only,MCQ,True,4,False,
AV-Odyssey,AV-Odyssey/AV_Odyssey_Bench_LMMs_Eval,rule_only,MCQ,True,4,False,
CameraBench,chancharikm/camerabench_vqa_lmms_eval,rule_only,MCQ,True,2,False,
COVER,lmms-lab-eval/COVER,rule_only,MCQ,False,,unknown,PeterPanonly/COVER
CUVA,fesvhtr/CUVA_LMMs,rule_only,open,False,,False,
IntPhys2,facebook/IntPhys2,rule_only,open,False,,False,
JumpScore,lmms-lab-encoder/JumpScore,rule_only,mixed,False,,unknown,
TimeScope,Apollo-LMMs/TimeScope,rule_only,MCQ,False,,False,
LongVT,longvideotool/VideoSIAH-Eval,rule_only,MCQ,True,4,unknown,
Lemonade,amathislab/LEMONADE,rule_only,MCQ,True,4,unknown,
MMOU,kcz358/MMOU,rule_only,MCQ,True,10,unknown,
PerceptionComp,hrinnnn/PerceptionComp,rule_only,MCQ,True,5,unknown,
PhysicalAI-Understanding,shi-labs/physical-ai-bench-understanding,rule_only,MCQ,True,4,False,
PushupBench,anonymousatom/pushupbench,rule_only,numeric,False,,False,
SpatialTreeBench,LongfeiLi/SpatialTree-Bench,rule_only,MCQ,False,,False,
VStaT,nyu-visionx/vstat,rule_only,MCQ,False,,unknown,
WorldQA,lmms-eval/worldqa,llm_required,MCQ,True,4,False,
ExtremeWhenBench,min1321/extreme-when-bench,rule_only,grounding,False,,False,
MVU-Eval,MVU-Eval-Team/MVU-Eval-Data,rule_only,MCQ,False,,unknown,
VIABench,MCG-NJU/VIABench,unknown,open,False,NA,unknown,
E-VQA,Salesforce/ST-Evidence-Bench,rule_only,mixed,False,5,unknown,
Camera Movement Understanding (BU/Google),Yuwen2024/ACaM-Bench,unknown,MCQ,True,4,unknown,
AnyGroundBench,rinost081/AnyGroundBench,unknown,grounding,False,NA,unknown,
VidPair-Halluc,Jethro37/VidPair-Halluc,rule_only,MCQ,True,2,unknown,
Video-MME-Logical,marcuskwan/video-mme-logical,rule_only,open,False,NA,unknown,
Ego-MC-Bench,neuripsedtracksub/ego-counterfactual-mistakes,unknown,mixed,False,NA,unknown,
ChronoPhyBench,Kohsin/ChronoPhyBench,unknown,mixed,False,NA,unknown,
VideoKR,minuzero/VideoKR-Eval,llm_fallback,mixed,False,NA,unknown,
VideoOdyssey,maifoundations/VideoOdyssey,rule_only,MCQ,True,4,unknown,
Artifact-Bench,DogNeverSleep/Artifact-Bench,rule_only,mixed,False,NA,unknown,
VURB,wyccccc/VURB_Data,unknown,MCQ,False,NA,unknown,
SFI-Bench,le723z/SFI-Bench,unknown,MCQ,True,4,unknown,
GasVideo-1000,kk12ff/GasVideo1000,unknown,mixed,False,NA,unknown,
VideoZeroBench,marinero4972/VideoZeroBench,rule_only,mixed,False,NA,unknown,
SAW-Bench,ucsbai/SAW-Bench,llm_fallback,MCQ,True,3,unknown,
TimeBlind,BaiqiL/TimeBlind,rule_only,MCQ,True,2,unknown,
AVMeme Exam,naplab/AVMeme-Exam,unknown,MCQ,False,NA,unknown,
FutureOmni,OpenMOSS-Team/FutureOmni,rule_only,MCQ,False,4 or 6,unknown,
VKnowU,Eurayka/VKnowU,rule_only,MCQ,False,NA,unknown,
TeleEgo,David0219/TeleEgo,llm_fallback,mixed,False,NA,unknown,
DSI-Bench,Viglong/DSI-Bench,rule_only,MCQ,True,4,unknown,
Omni-Cloze,BoJack/Omni-Cloze,llm_required,MCQ,True,5,unknown,
ExpVid,OpenGVLab/ExpVid,unknown,mixed,False,NA,unknown,
EgoNight,dehezhang2/EgoNight,llm_fallback,open,False,NA,unknown,
v-HUB,Foreverskyou/v-HUB,llm_fallback,mixed,False,5,unknown,
ELV-Halluc,HLSv/ELV-Halluc,rule_only,MCQ,True,2,unknown,shuzhig/elv-halluc-videos
RynnEC-Bench,Alibaba-DAMO-Academy/RynnEC-Bench,llm_required,mixed,False,NA,unknown,
GLIMPSE,AIMING-Lab-UNC/GLIMPSE,rule_only,MCQ,True,4,unknown,
SoMi-ToM,SoMi-ToM/SoMi-ToM,rule_only,MCQ,True,3,unknown,
ShotBench,Vchitect/ShotBench,llm_fallback,MCQ,True,4,unknown,
VRBench,OpenGVLab/VRBench,llm_required,mixed,False,NA,unknown,
ViMUL-Bench,MBZUAI/ViMUL-Bench,llm_required,mixed,False,4,unknown,
MF2 (Movie Facts and Fibs),sardinelab/MF2,rule_only,MCQ,True,2,unknown,
MORSE-500,video-reasoning/morse-500,llm_required,mixed,False,NA,unknown,
MMR-V,JokerJan/MMR-VBench,rule_only,MCQ,False,NA,unknown,
SAVVY-Bench,uwneuroai/SAVVY-Bench,rule_only,mixed,False,4,unknown,
AoTBench,sherryxzh/AoTBench,rule_only,MCQ,False,NA,unknown,
VSI-Super-Wild,THUSI-Lab/VSI-Super-Wild,rule_only,mixed,False,NA,unknown,
FindingDory,yali30/findingdory,rule_only,grounding,False,NA,unknown,
ExAct,Alexhimself/ExAct,rule_only,MCQ,True,5,unknown,
K9-Bench,K9Bench/K9Bench,unknown,MCQ,False,,True,yt::K9-Bench
S3-Bench,kszucs/buckets-vs-s3-benchmark,unknown,mixed,False,,True,
REVEAL,aaeagal/Reveal,unknown,mixed,False,,True,
HumanPCR,HumanPCR/HumanPCR,rule_only,mixed,False,,True,
EgoMonth,anonymous-egomonth/egomonth-dataset,rule_only,mixed,False,,True,
VideoGAIA,Karl28/VideoGAIA,unknown,mixed,False,,True,
TAR-Bench,nvidia/PhysicalAI-Traffic-Anomaly-Reasoning,rule_only,mixed,False,,True,
VideoVIBE,AdwolfCzar/video_vibe_captioned_dataset,unknown,MCQ,False,,True,
ViSTR-Bench,homothetic/ViSTR-Bench-Public,unknown,MCQ,False,,True,
LongVILBench,cq838/LongVILBench,rule_only,mixed,False,,True,
ID-VTG,Chloe-UniU-oO/ID-VTG,rule_only,mixed,False,,True,
RISE-Bench,PhoenixZ/RISEBench,rule_only,mixed,False,,True,
UAV-DualCog,Lozumi/UAV-DualCog,unknown,mixed,False,,True,
SLVMBench,SLVMBench/SLVMBench,unknown,MCQ,False,,True,
S-EMBER,facebook/S-EMBER,unknown,mixed,False,,True,
MedStreamBench,Venn2024/MedStreamBench,unknown,mixed,False,,True,
VideoLLM-BoE,lab-flair/VideoLLM-BoE,unknown,MCQ,False,,True,
OmniVDCBench,videobenchlab/omniVDCBench,rule_only,mixed,False,,True,
ReactHuman Benchmark (Scaled),Alan123/reacthuman-benchmark-scaled-with-videos,rule_only,MCQ,False,,True,
VideoMemory-Bench,viktorcyt/VideoMemory-Bench,rule_only,MCQ,False,,True,
VideoAesBench,chris-123/VideoAesBench,unknown,mixed,False,,True,
V-NIAH-D,Tianyi1112/VideoRoPE,rule_only,MCQ,False,,True,
VideoIntentMCQ_OE,KHUjongseo/VideoIntentMCQ_OE,unknown,mixed,False,,True,
NaturalBench-Video,BaiqiL/NaturalBench-Video,rule_only,MCQ,False,,True,
LongVideo-Reason-eval,LongVideo-Reason/longvideo_eval_videos,unknown,MCQ,False,,True,
Causal2Needles,causal2needles/Causal2Needles,unknown,mixed,False,,True,
InstructionBench,sunwhw/InstructionBench,mixed,mixed,False,,True,
TemporalVQA,fazliimam/temporal-vqa,rule_only,MCQ,False,,True,
Charades-CON / ActivityNet-CON,mjjung/Consistency-Evaluation-for-Video-LLMs,rule_only,MCQ,False,,True,
TaskMeAnything-v1-videoqa-2024,weikaih/TaskMeAnything-v1-videoqa-2024,rule_only,MCQ,False,,True,local::TaskMeAnything-v1-videoqa-2024
Colon-Bench,ajhamdi/colon-bench,unknown,MCQ,True,5,True,
"ID-VTG (IDVTG-Gym, IDVTG-InternVid)",Chloe-UniU-oO/ID-VTG,unknown,mixed,False,,True,
SVCBench,buaaplay/SVCBench,unknown,numeric,False,,True,
ScaleLong,m-a-p/ScaleLong,unknown,MCQ,False,,True,
TOC-Bench,anonymous-video-benchmark/toc_bench,unknown,mixed,False,,True,
VideoGameQA-Bench,taesiri/VideoGameQA-Bench,unknown,mixed,False,,True,
IV-Bench,m-a-p/IV-Bench,unknown,MCQ,False,,True,
SmartHome-Bench,violetcliff/SmartHome-Bench,unknown,MCQ,False,,True,yt::SmartHome-Bench
VStream-QA,IVGSZ/VStream-QA,unknown,mixed,False,,True,
Charades-CON,mjjung/Consistency-Evaluation-for-Video-LLMs,unknown,MCQ,False,,True,lmms-eval/charades_sta
ActivityNet-CON,mjjung/Consistency-Evaluation-for-Video-LLMs,unknown,MCQ,False,,True,friedrichor/ActivityNet_Captions
EventHallusion,lccshunli/EventHallusion,unknown,MCQ,False,,True,lccshunli/EventHallusion
KFS-Bench,longvideobench/LongVideoBench,unknown,MCQ,False,,True,longvideobench/LongVideoBench
UCF101-AD,raiyaanabdullah/UCF101-AD,unknown,MCQ,False,,True,raiyaanabdullah/UCF101-AD
iSafetyBench,raiyaanabdullah/isafety-bench,unknown,MCQ,False,,True,raiyaanabdullah/isafety-bench
OVO-S-Bench,JoeLeelyf/OVO-S-Bench,unknown,MCQ,False,,True,url::OVO-S-Bench
VANE-Bench,rohit901/VANE-Bench,unknown,MCQ,False,,True,local::VANE-Bench
M^3-Verse,modelscope::WalKaWay/M3-Verse,unknown,MCQ,False,,True,local::M^3-Verse
VNBench,videoniah/VNBench,unknown,MCQ,False,,True,local::VNBench
CAViAR,sparshgarg57/CAViAR,unknown,MCQ,False,,True,nexar-ai/nexar_collision_prediction
Video-LevelGauge,Cola-any/Video-LevelGauge,unknown,MCQ,False,,True,
HERBench,DanBenAmi/HERBench,unknown,MCQ,False,,False,
MME-VideoOCR,DogNeverSleep/MME-VideoOCR_Dataset,unknown,MCQ,False,,True,
E.T. Bench,PolyU-ChenLab/ETBench,unknown,MCQ,False,,False,
VRU-Accident,VRUAccidentAnonymous/VRU-Accident,unknown,MCQ,False,,True,
ALLVB,ALLVB/ALLVB,unknown,MCQ,False,,False,
GUI-World,ONE-Lab/GUI-World,unknown,MCQ,False,,True,
VideoEspresso,hshjerry0315/VideoEspresso-Test,unknown,MCQ,False,,True,
VAU-Bench (UCF-Crime),7xiang/VAU-Bench,unknown,MCQ,False,,False,AllenXeon/ucf_crime
VF-Eval,songtingyu/vf-eval,unknown,MCQ,False,,True,
UrbanVideo-Bench,EmbodiedCity/UrbanVideo-Bench,unknown,MCQ,False,,False,
HLV-1K,ZouHQ/HLV-1K,unknown,MCQ,False,,True,yt::HLV-1K
CineTechBench,Xinran0906/CineTechBench,unknown,MCQ,False,,True,yt::CineTechBench
ReXTime,ReXTime/ReXTime,unknown,MCQ,False,,True,yt::ReXTime
LOKI,bczhou/LOKI,unknown,MCQ,False,,True,
ContPhy,zzcnewly/ContPhy_Dataset,unknown,MCQ,False,,True,
FineBench,FINEBENCH/FineBench,unknown,MCQ,False,,False,yt::FineBench
ForeSeaQA,qualcomm/ForeSeaQA,unknown,MCQ,False,,False,AllenXeon/ucf_crime
VideoAds,Zheyuan14/VideoAds,unknown,MCQ,False,,False,
VELOCITI,katha-ai-iiith/VELOCITI,unknown,MCQ,False,,False,
VGenST-Bench,NeurIPS2026-VGenST-Bench/VGenST-Bench,unknown,MCQ,False,,False,
SportsD,addisonwu05/sportsd,unknown,MCQ,False,,False,