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Video Reasoning on MMR-V

60.4AccuracyVideoChat-M1
15.88827.4443950.556Nov 24, 2025

Evaluation results

MethodLinks
VideoChat-M1Model Category=Ours, Number of Parameters=37B, Protocol=CoT2025.1160.4
GPT-4oModel Category=Closed-source Large-sized MLLM, Protocol=CoT2025.1146.1
Qwen2.5-VL-72BModel Category=Open-source Large-sized MLLM, Protocol=CoT2025.1140.4
Qwen2-VL-72BModel Category=Open-source Large-sized MLLM, Protocol=CoT2025.1140.4
InternVL-3-8BModel Category=Open-source Medium-sized MLLM, Protocol=CoT2025.1132.9
Qwen2-VL-7BModel Category=Open-source Medium-sized MLLM, Protocol=CoT2025.1132.4
LLaVA-Video-7BModel Category=Open-source Medium-sized MLLM, Protocol=CoT2025.1117.6