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PathLang: A Language-Centered Benchmark for Vision-Language Models in Computational Pathology

Cheng, Fanqi et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Pathology vision-language models (VLMs) have shown strong visual perception ability, but their robustness in the language domain remains poorly characterized. Existing pathology VLM benchmarks largely rely on canonical closed-set prompts or perturb only generic templates, treating language as a fixe
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