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ResearchFormerly WizWand

Long-video Understanding on LVBench 1.0 (test)

48.4Overall ScoreVideo-XL-2
32.48836.61940.7544.881Aug 13, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Video-XL-2Venue=Arxiv’25, LLM Size=8B, Frames=1fps2025.0848.4
Video-EM (Qwen2.5-VL)LLM Size=7B, Frames=Avg 272025.0845.7
Video-EM (Qwen2-VL)Venue=Arxiv’25, LLM Size=7B, Frames=Avg 272025.0845.2
Qwen2-VLVenue=ArXiv’24, LLM Size=72B, Frames=1fps2025.0844
VAMBAVenue=CVPR’25, LLM Size=10B, Frames=10242025.0842.1
LLaVA-VideoVenue=ArXiv’24, LLM Size=7B, Frames=1802025.0841.5
Qwen2-VL‡Venue=ArXiv’24, LLM Size=7B, Frames=642025.0839.7
Qwen2.5-VL‡Venue=ArXiv’25, LLM Size=7B, Frames=642025.0838.7
Qwen2-VL‡Venue=ArXiv’24, LLM Size=7B, Frames=322025.0838.4
Video-XLVenue=CVPR’25, LLM Size=7B2025.0836.8
Qwen2.5-VL‡Venue=ArXiv’25, LLM Size=7B, Frames=322025.0836.6
GPT-4o2025.0834.7
Gemini 1.5 pro2025.0833.1