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Video Understanding on VideoMME, LongVideoBench, and MLVU

59.97Average Score

LLaVA-OV-7B

Updated 1d ago

Evaluation Results

Method	Links
LLaVA-OV-7B 2026.06		59.97	100
InfoMerge 2026.06		59.23	98.8
FastVID 2026.06		58.97	98.3
MMG-Vid 2026.06		58.47	97.5
FastVID 2026.06		58.2	97.1
InfoMerge 2026.06		58.2	97.1
VisionZip 2026.06		57.83	96.4
VisionZip 2026.06		56.7	94.5
FastV 2026.06		56.43	94.1
InfoMerge 2026.06		55.4	92.4
FastV 2026.06		55	91.7
FastVID 2026.06		54.6	91
Vanilla 2025.12		54.1	100
FastV + DyToK 2025.12		54	99.8
DyCoke + DyToK 2025.12		54	99.8
FastV + DyToK 2025.12		54	99.8
DyCoke 2025.12		53.8	99.4
DyCoke + DyToK 2025.12		53.8	99.4
FastV 2025.12		53.7	99.3
DyCoke 2025.12		53.5	98.9
FastV + DyToK 2025.12		53.3	98.5
VisionZip 2026.06		53.1	88.5
FastV 2025.12		53	98
DyCoke + DyToK 2025.12		52.4	96.9
FastV 2025.12		52.1	96.3
DyCoke 2025.12		51.8	95.7
FastV 2026.06		51.77	86.3
FastV + DyToK 2025.12		50.2	92.8
DyCoke + DyToK 2025.12		50.1	92.6
DyCoke 2025.12		49.8	92.1
DyCoke + DyToK 2025.12		48.6	89.8
DyCoke 2025.12		48.4	89.5
FastV 2025.12		46.9	86.7