Verification Mirage: Mapping the Reliability Boundary of Self-Verification in Medical VQA
arXiv:2605.10850v1 Announce Type: new
Abstract: Self-verification, re-invoking the same vision language model (VLM) in a fresh context to check its own generated answer, is increasingly used as a default safety layer for medical visual question answer…