Detecting Clinical Hallucinations in LVLMs via Counterfactual Visual Grounding Uncertainty

Xiao Song, Haonan Qin, Zhaoxu Zhang +3

Large vision-language models (LVLMs) are increasingly used for clinical image understanding, yet they remain vulnerable to \emph{hallucinations}--producing textual findings or attr…