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

Yuetian Du, Yucheng Wang, Ming Kong +4

Multimodal Large Language Models (MLLMs) show great potential in medical tasks, but their elicited confidence often misaligns with actual accuracy, potentially leading to misdiagno…