Are VLMs Seeing or Just Saying? Uncovering the Illusion of Visual Re-examination
arXiv:2605.15864v1 Announce Type: cross
Abstract: Vision-Language Models (VLMs) often produce self-reflective statements like “let me check the figure again” during reasoning. Do such statements trigger genuine visual re-examination, or are they merel…