StructReward: Efficient Structured Process Rewards for Self-Correcting Multimodal Reasoning

Yifan Li, Ruxin Sun, Tongzhou Zhao

Reinforcement learning with verifiable rewards (RLVR) has emerged as an effective approach for improving multimodal reasoning. However, most existing methods evaluate an entire res…