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Benchmarks
Video Understanding on LLaVA-Video Benchmark Suite Aggregate
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60.7
Score
Vanilla
55.708
57.004
58.3
59.596
Feb 8, 2026
Score
Rel. Acc
Updated 1mo ago
Evaluation Results
Method
Method
Links
Score
Rel. Acc
Vanilla
Retention Ratio R=100%
2026.02
60.7
100
FlashVID
Retention Ratio R=25%
2026.02
59.6
98.2
VisionZip
Retention Ratio R=25%
2026.02
59.4
97.9
FastVID
Retention Ratio R=25%
2026.02
59.2
97.5
FlashVID
Retention Ratio R=15%
2026.02
59.1
97.4
VisionZip
Retention Ratio R=15%
2026.02
58.4
96.2
FastVID
Retention Ratio R=15%
2026.02
58.3
96
FastV
Retention Ratio R=25%
2026.02
57.7
95.1
FastV
Retention Ratio R=15%
2026.02
55.9
92.1
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