Multimodal LLMs Outperform Pathology Foundation Models in Cross-Domain Histological Similarity.

arXiv:2609.32876v2 Announce Type: replace-cross Abstract: State-of-the-art pathology foundation models, trained on millions of histology tiles, can fail to preserve tissue similarity when comparisons cross slide or institution boundaries. We show that general-