Xuan Ren

RubricRM: Generative Reward Modeling via Dynamic Rubrics for Image Generation and Editing

Reward models play an essential role in aligning visual generative models, yet most existing visual reward models use a single scalar score or rely on fixed criteria that cannot adapt to different instructions. This limits both interpretability and task sensitivity, especially for text-to-image generation and instructi...