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Benchmarks
Video Understanding on VideoMME Long and Average
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63.9
Performance (Average)
ReTaKe
57.764
59.357
60.95
62.543
Apr 1, 2026
Performance (Average)
Performance (Long)
Updated 17d ago
Evaluation Results
Method
Method
Links
Performance (Average)
Performance (Long)
ReTaKe
Architecture=-, Frames...
2026.04
63.9
56.2
Query-Conditioned Evidential Keyframe Sampling
Architecture=CLIP-0.4B...
2026.04
63.6
55
ASCS
Architecture=CLIP-0.4B...
2026.04
63.1
-
AKS
Architecture=CLIP-0.4B...
2026.04
62.4
-
K-Frames
Architecture=MLLM-3B,...
2026.04
62.1
-
BOLT
Architecture=CLIP-0.4B...
2026.04
62
-
Qwen2.5-VL-7B
Architecture=-, Frames...
2026.04
60.7
50.6
Query-Conditioned Evidential Keyframe Sampling
Architecture=CLIP-0.4B...
2026.04
60.1
51.4
AKS
Architecture=BLIP-0.5B...
2026.04
59.9
-
FOCUS
Architecture=BLIP-0.5B...
2026.04
59.7
-
MLLM-Selector
Architecture=MLLM-1.5B...
2026.04
58.7
-
Q-Frame
Architecture=CLIP-0.4B...
2026.04
58.3
48.3
Qwen2-VL-7B
Architecture=-, Frames...
2026.04
58
48.7
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