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Benchmarks
Video Understanding on Vinoground video sub-task zero-shot
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38.2
Accuracy (zero-shot)
GPT-4o
21.352
25.726
30.1
34.474
Jul 29, 2025
Accuracy (zero-shot)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy (zero-shot)
GPT-4o
2025.07
38.2
InternVL3.5
LLM=Qwen3-14B, Frames=...
2025.07
31.2
InternVL3.5-REGATE
LLM=Qwen3-14B, Frames=...
2025.07
31.2
LLaVA-OneVision
LLM=Qwen2-7B, Frames=32
2025.07
29.4
Video-LLaVA
LLM=Vicuna-7B, Frames=8
2025.07
25.8
LLaVA-NeXT-Video
LLM=Vicuna-7B, Frames=32
2025.07
25.6
VideoLLaMA2-REGATE
LLM=Qwen2-7B, Frames=1...
2025.07
25.2
VideoLLaMA2
LLM=Qwen2-7B, Frames=1...
2025.07
24.6
VideoChat2-REGATE
LLM=Mistral-7B, Frames...
2025.07
22.8
Gemini-1.5-Pro
2025.07
22.6
VideoChat2
LLM=Mistral-7B, Frames...
2025.07
22
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