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Benchmarks
General Video Understanding on VideoMME w/o sub
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61.1
Accuracy
VideoCFR
38.532
44.391
50.25
56.109
Jun 16, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
VideoCFR
Frames=64
2026.06
61.1
VILA-1.5-40B
2026.06
60.1
VideoCFR
Frames=32
2026.06
58.9
LLaVA-OneVision-7B
2026.06
58.2
VideoChat-R1
Frames=16
2026.06
57.7
Temporal-RLT
Frames=32
2026.06
57.6
Kangeroo-8B
2026.06
56
VideoCFR
Frames=16
2026.06
55.1
Video-R1-7B
Frames=16
2026.06
54.3
Qwen2.5-VL-7B
2026.06
52.8
LongVA-7B
2026.06
52.6
Video-UTR-7B
2026.06
52.6
DeepVideo-R1
2026.06
51.1
VideoLLaMA2
2026.06
47.9
TinyLLaVA-Video-R1
Frames=16
2026.06
46.6
MARC-3B
Frames=1
2026.06
39.4
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