From Mimesis to Metamorphosis: Evolving VLM Judges via In-Context Comparing and Knowledge Internalization

Juntuo Wang, Yuming Qiao, Yifan Yang, Lunxi Yuan, Liang Luo, Dan Meng 0001. From Mimesis to Metamorphosis: Evolving VLM Judges via In-Context Comparing and Knowledge Internalization. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 12957-12971, Association for Computational Linguistics, 2026. [doi]

Abstract

Abstract is missing.