bifold-pathomics/PathoROB-camelyon

PathoROB Preprint | Code | Licenses | Cite PathoROB is a benchmark for the robustness of pathology foundation models (FMs) to non-biological medical center differences. PathoROB contains four datasets covering 28 biological classes from 34 medical centers and three metrics: Robustness Index: Measures the dominance of biological over non-biological features in an FM representation space. Average Performance Drop (APD): Measures the robustness of downstream models to shortcut… See the full description on the dataset page: https://huggingface.co/datasets/bifold-pathomics/PathoROB-camelyon.

<iframe src="https://silytics.si/embed/item/4b230edc-4037-427d-abad-6d0ba265a4a5" width="420" height="190" style="border:0" loading="lazy" title="Silytics entry"></iframe>

Silytics shows public metadata from Hugging Face and links to the original. Information may be incomplete or out of date. Last refreshed 18 October 2026. Licenses and terms of the original apply to the work itself. Not financial, legal or professional advice.