Physical Plausibility Reasoning via HCM-GRPO: Empowering Compact Model for Superior Performance 事件

Physical Plausibility Reasoning via HCM-GRPO: Empowering Compact Model for Superior Performance arXiv:2511.10055v2 Announce Type: replace Abstract: The performance of image generation has been significantly improved in recent years. However, the study of image screening is rare, and its performance with Multimodal Large Language Models (MLLMs) is unsatisfactory due to the lack of data and the weak physical plausibility reasoning ability in MLLMs. In this work, we propose a complete solution to