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Video Reasoning on MMVU Multiple Choice

65.4AccuracyVideo-COM
43.97649.53855.160.662Jun 18, 2026

Evaluation results

MethodLinks
Video-COM2026.0665.4
Temporal-RLTFrames=322026.0665
CAREFrames=642026.0664.8
CAREFrames=322026.0664.5
CAREFrames=162026.0664.2
Video-R1-7BFrames=162026.0663.5
Qwen2.5-VL-7B2026.0661.3
DeepVideo-R12026.0659
VIDEORFTFrames=322026.0651.1
LLaVA-OneVision-7B2026.0649.2
TinyLLaVA-Video-R1Frames=162026.0646.9
VideoLLaMA22026.0644.8