Is SAM3 ready for pathology segmentation?

📰 ArXiv cs.AI

arXiv:2604.18225v1 Announce Type: cross Abstract: Is Segment Anything Model 3 (SAM3) capable in segmenting Any Pathology Images? Digital pathology segmentation spans tissue-level and nuclei-level scales, where traditional methods often suffer from high annotation costs and poor generalization. SAM3 introduces Promptable Concept Segmentation, offering a potential automated interface via text prompts. With this work, we propose a systematic evaluation protocol to explore the capability space of SA

Published 21 Apr 2026
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