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Reward Modeling on MJBench

71.6AccuracyVideoScore1.1
51.00856.35461.767.046Jun 10, 2026

Evaluation results

MethodLinks
VideoScore1.1Base Model=Mantis-8B2026.0671.6
SG-PVRBase Model=Qwen3.5-9B2026.0668.2
VideoScore2 (SFT Only)Base Model=Qwen2.5-VL-7B2026.0666.9
VideoScore2Base Model=Qwen2.5-VL-7B2026.0665.8
VisionRewardBase Model=CogVLM2-13B2026.0656.9
LiFTBase Model=VILA-13B2026.0651.8