V-Loop: Visual Logical Loop Verification for Hallucination Detection in Medical Visual Question Answering

Mengyuan Jin, Zehui Liao, Yong Xia

Multimodal Large Language Models (MLLMs) have shown remarkable capability in assisting disease diagnosis in medical visual question answering (VQA). However, their outputs remain v…