Confidence Calibration for Multimodal LLMs: An Empirical Study Through Medical VQA

Yuetian Du, Yucheng Wang, Ming Kong, Tian Liang, Qiang Long, Bingdi Chen, Qiang Zhu. Confidence Calibration for Multimodal LLMs: An Empirical Study Through Medical VQA. In James C. Gee, Daniel C. Alexander, Jaesung Hong 0001, Juan Eugenio Iglesias, Carole H. Sudre, Archana Venkataraman, Polina Golland, Jong Hyo Kim, Jinah Park, editors, Medical Image Computing and Computer Assisted Intervention - MICCAI 2025 - 28th International Conference, Daejeon, South Korea, September 23-27, 2025, Proceedings, Part VI. Volume 15965 of Lecture Notes in Computer Science, pages 89-99, Springer, 2025. [doi]

Abstract

Abstract is missing.