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Expert-level Understanding on MMVU MC

75.4AccuracyGPT-4o
47.73654.91862.169.282Mar 18, 2026

Evaluation results

MethodLinks
GPT-4oSize=-, Evaluation Frames=642026.0375.457.8
Insight-V++Size=7B, Evaluation Frames=642026.036554.2
Insight-VSize=7B, Evaluation Frames=642026.0363.952.9
Video-R1Size=7B, Evaluation Frames=642026.0363.8—
Qwen2.5-VLSize=7B, Evaluation Frames=642026.036047.3
LLaVA-OneVisionSize=7B, Evaluation Frames=642026.0349.2—
LLaVA-VideoSize=7B, Evaluation Frames=642026.0348.8—