A multi-center benchmark of eight histopathology foundation models on skin cancer subtyping finds that VIRCHOW-2 performs best, while a new silhouette-based metric captures each model's center-related feature bias.
Scientific Data12(1), 1–7 (2025)
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Benchmarking histopathology foundation models in a multi-center dataset for skin cancer subtyping
A multi-center benchmark of eight histopathology foundation models on skin cancer subtyping finds that VIRCHOW-2 performs best, while a new silhouette-based metric captures each model's center-related feature bias.