bifold-pathomics/

PathoROB-tolkach_esca

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-tolkach_esca.