Jia-Qing Yu

MedQA-MM: Shortcuts Behind Medical Visual Reasoning

Across six medical multimodal MCQ datasets, this work separate candidate cues from behavioral evidence through prompt- and image-side audits, modality ablations, and matched repairs that preserve the medical target and answer key, showing that medical image-reasoning claims require route-level evidence.