Video Question Answering on MVBench, VideoMME, LVB, MLVU v1 (test val) benchmark leaderboard · SOTA2 Research

Video Question Answering on MVBench, VideoMME, LVB, MLVU v1 (test val)

62.3MVBench ScoreVanilla

Evaluation Results

Method	Links
Vanilla2026.05		62.3	64.4	59.9	68.2	100
FastVID2026.05		61.1	63.8	57.7	66.3	97.6
HoliTom2026.05		60.9	62.7	57.8	65.9	97
OTT-Vid2026.05		60.8	62.2	58.3	66.7	97.5
FlashVID2026.05		59.9	61.7	58.8	66.3	96.8
HoliTom2026.05		59.8	61.2	55.9	62.9	94.1
FastVID2026.05		59.7	60.2	56.8	63.3	94.2
FlashVID2026.05		59.3	59.9	56.4	63.4	93.8
OTT-Vid2026.05		59.2	61.5	55.8	64.4	94.5
HoliTom2026.05		58.5	58.9	57.1	63.1	100.4
Vanilla2026.05		58.4	58.6	56.4	63.3	100
FlashVID2026.05		58.4	58.2	57.1	63.4	100.2
FastVID2026.05		58.3	58	55.8	61.4	98.7
UniComp2026.05		58.3	60.8	58.3	65.1	95.1
OTT-Vid2026.05		58	58.2	56.9	63.5	100
UniComp2026.05		57.7	58.9	57.7	62.4	100
HoliTom2026.05		57	57.5	56.2	60.4	97.7
FastVID2026.05		57	56.8	55.1	60.3	96.8
OTT-Vid2026.05		56.6	57.1	56.1	61.5	97.8
UniComp2026.05		56.4	58	57.4	60.9	98.4
FlashVID2026.05		56.3	56.7	54.2	61.9	96.8
UniComp2026.05		55.9	59.3	57	64.8	93