Diagnosing Dense Same-Class Attribute Misbinding in Large Vision-Language Models

Yuanzhi Xu, Qian Gao, Jun Fan +4

Large vision-language models can recognize the objects and attributes in a crowded scene yet assign an attribute to the wrong same-class instance. Generic visual-question-answering…