arxivcs.CVcs.AI2026-07-20
Measuring and Improving Complex-Atomic Answer Consistency in Endoscopic VQA
Yuhao Liu, Cheng Zhao, Guanghui Yue
Endoscopic visual question answering (VQA) increasingly asks complex questions that combine several endoscopic answer components rather than isolated factual queries. Such complex answers may be scored as correct even when the same model fails on associated atomic questions. We i…