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Long Video Understanding on LongVideoBench (8 sec~60 min)

62AccuracyThinking-QwenVL
38.39244.52150.6556.779Apr 20, 2026

Evaluation results

MethodLinks
Thinking-QwenVLFrames=1fps (100%)2026.0462
Qwen2.5-VL-7BFrames=1fps2026.0461.5
TimeChat-Online-7BFrames=1fps (100%)2026.0455.4
Kangaroo-7BFrames=642026.0454.2
VISTA-7BFrames=-2026.0453.1
LLaVA-NeXT-Video-7BFrames=322026.0443.5
VideoChat2-7BFrames=162026.0439.3