Analyzing and Improving Fine-grained Preference Optimization in Medical LVLMs

Shayan Mohammadizadehsamakosh, Pritam Sarkar, Leonid Sigal +2

Large Vision-Language Models (LVLMs) have achieved strong performance across medical imaging tasks, yet they remain prone to factual inconsistencies, poor visual grounding, and mis…