Long Video Understanding

Benchmarks

Dataset Name	SOTA Method	Metric
LongVideoBench	LLaVA-Video-7B	Score58.9	248	12d ago
LongVideoBench (val)	LVAgent	Accuracy80	210	18d ago
MLVU	Qwen2.5-VL w/ AdaptToken	Score79.8	154	3d ago
LVBench	AVP	Accuracy74.8	133	3d ago
LongVideo Bench	Qwen3-VL-8B-Instruct	Score62.8	89	12d ago
MLVU (dev)	Qwen2.5-VL+AdaRETAKE	Score78.1	63	9d ago
MLVU (test)	Symphony	Average Score81	60	18d ago
Video-MME Long	AVP	Accuracy81.9	46	3d ago
Video-MME long 1.0	Gemini 1.5 Pro	Accuracy (No Subs)67.4	45	1mo ago
LVBench (test)	Symphony	LVBench Score71.8	43	1mo ago
VideoMME		Accuracy81.3	40	9d ago
Video-MME Overall		Accuracy87	39	1mo ago
Video MME w/o sub (long)	LensWalk	Accuracy71.4	30	9d ago
Video-MME	Gemini-2.5-Pro	Overall Score84.3	30	18d ago
Long Video Bench		Score (15s)66.67	28	1mo ago
LongVideoBench	Penguin-VL	Accuracy67	23	3d ago
MLVU 3-120 min		Accuracy82.1	23	1mo ago
Video-MME (w/o sub.) Overall 1010s	Gemini 1.5 Pro	Accuracy75	22	9d ago
MLVU MCQ (test)	Gemini 2.5 Pro	Accuracy81.5	22	18d ago
LongVideoBench (LVB) (test)	InternVL3.5-241B-A28B	LVB Score67.1	22	1mo ago
MLVU multiple-choice task	LLaVA-Video + TV-RAG	Overall Accuracy73.4	21	1mo ago
VNBench		Retrieval E Accuracy91.33	21	1mo ago
Video-Holmes (test)	Qwen3-VL-8B-Thinking + FrameRepeat	Video-Holmes Score43.4	20	1mo ago
LongVideoBench 23sec-60 min		Accuracy74.4	19	1mo ago
MLVU (651s)	Qwen3-VL*	Accuracy78.1	18	9d ago

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