Preprint Open access
See, Measure, and Reason: Learning Visually Grounded Reasoning in Pathology
Pathological assessment relies on recognizing fine-grained visual details in histological images. Vision-language models (VLMs) increasingly support pathology interpretation, yet their ability to perceive these details remains inadequate. This weakness leads to inaccurate cellular observations that can persist even whe …