Do LVLMs Know What They Know? A Systematic Study of Knowledge Boundary Perception in LVLMs

Zhikai Ding, Shiyu Ni, Keping Bi. Do LVLMs Know What They Know? A Systematic Study of Knowledge Boundary Perception in LVLMs. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Findings of the Association for Computational Linguistics: EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 19832-19848, Association for Computational Linguistics, 2025. [doi]

Abstract

Abstract is missing.