Just how sure are you? Improving Verbalized Uncertainty Calibration in Medical VQA

Eren Senoglu, Federico Toschi, Nicolo Brunello +2

Multimodal large language models (MLLMs) applied to Medical Visual Question Answering (VQA) tend to produce overconfident outputs regardless of actual correctness, and existing ver…