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Benchmarks
Video Understanding Reasoning on MLVU
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0.661
Accuracy
STD
0.02764
0.19207
0.3565
0.52093
May 25, 2025
Accuracy
Inference Speedup
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Inference Speedup
STD
Backbone=Qwen2-VL-7B-I...
2025.05
0.661
1.94
Streaming
Backbone=Qwen2-VL-7B-I...
2025.05
0.539
1.61
STD
Backbone=LLaVA-OneVisi...
2025.05
0.478
1.72
Streaming
Backbone=LLaVA-OneVisi...
2025.05
0.347
1.34
LayerSkip
Backbone=LLaVA-OneVisi...
2025.05
0.1
0.47
LayerSkip
Backbone=Qwen2-VL-7B-I...
2025.05
0.052
0.63
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