@article{verificationmiragemappingthereliabilityb, title = {Verification Mirage: Mapping the Reliability Boundary of Self-Verification in Medical VQA}, author = {Ruinan Jin and Beidi Zhao and Myeongkyun Kang and Qiong Zhang and Xiaoxiao Li}, year = {2026}, eprint = {2605.10850}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.10850}, }