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ResearchFormerly WizWand

Video Reasoning on MMVU (Score)

68.5ScoreVideoRFT
54.14857.87461.665.326Jul 6, 2026
Updated 3mo ago

Evaluation results

MethodLinks
VideoRFTSize=7B, Zero-shot=true, Category=Reinforcement Fine-Tuning Models2026.0768.5
GPT-4oSize=-, Zero-shot=true, Category=Proprietary Models2026.0767.4
Qwen-2.5-VLSize=7B, Zero-shot=true, Category=Supervised Fine-Tuning Models2026.0767.2
TimeThinkSize=7B, Zero-shot=true, Category=Reinforcement Fine-Tuning Models2026.0767.2
VideoChat-R1.5Size=7B, Zero-shot=true, Category=Reinforcement Fine-Tuning Models2026.0767
Qwen2.5-VL-GRPOSize=7B, Zero-shot=true, Category=Reinforcement Fine-Tuning Models2026.0766
Qwen2.5-VL-SFTSize=7B, Zero-shot=true, Category=Supervised Fine-Tuning Models2026.0765.6
Gemini-1.5-ProSize=-, Zero-shot=true, Category=Proprietary Models2026.0765.4
VideoChat-R1Size=7B, Zero-shot=true, Category=Reinforcement Fine-Tuning Models2026.0764.8
Video-R1Size=7B, Zero-shot=true, Category=Reinforcement Fine-Tuning Models2026.0763.8
InternVL2.5Size=8B, Zero-shot=true, Category=Supervised Fine-Tuning Models2026.0760.8
LLaVA-OVSize=7B, Zero-shot=true, Category=Supervised Fine-Tuning Models2026.0754.7