标杆管理
计算机科学
数据科学
人工智能
业务
营销
作者
J. Andrew Zhang,Guillaume Jaume,Anurag Vaidya,Tong Ding,Faisal Mahmood
出处
期刊:Cornell University - arXiv
日期:2025-02-10
标识
DOI:10.48550/arxiv.2502.06750
摘要
Advances in foundation modeling have reshaped computational pathology. However, the increasing number of available models and lack of standardized benchmarks make it increasingly complex to assess their strengths, limitations, and potential for further development. To address these challenges, we introduce a new suite of software tools for whole-slide image processing, foundation model benchmarking, and curated publicly available tasks. We anticipate that these resources will promote transparency, reproducibility, and continued progress in the field.
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