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Benchmarks
Video Understanding Reasoning on VideoMME Long
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81.8
Accuracy
STD
1.72
22.51
43.3
64.09
May 25, 2025
May 26, 2025
May 27, 2025
May 28, 2025
May 29, 2025
May 30, 2025
Accuracy
Speedup
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Speedup
STD
Backbone=Qwen2-VL-7B-I...
2025.05
81.8
1.7
SiLVR
Visual Captioner=NVILA...
2025.05
62.7
-
Streaming
Backbone=Qwen2-VL-7B-I...
2025.05
59.6
1.36
VCA
Visual Captioner=GPT-4...
2025.05
56.3
-
VideoTree
Visual Captioner=LLaVA...
2025.05
54.2
-
STD
Backbone=LLaVA-OneVisi...
2025.05
52.9
1.59
DrVideo
Visual Captioner=LLaVA...
2025.05
51.7
-
VideoAgent
Visual Captioner=CogAg...
2025.05
46.4
-
Streaming
Backbone=LLaVA-OneVisi...
2025.05
36.2
1.45
LayerSkip
Backbone=Qwen2-VL-7B-I...
2025.05
5.7
0.55
LayerSkip
Backbone=LLaVA-OneVisi...
2025.05
4.8
0.44
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