A new H&E benchmark with 14 fine-grained cell types and biological domain splits shows pathology foundation models scoring around 0.20 to 0.28 macro F1, far below their near-saturated performance on older benchmarks.
Nature Medicine 30(3), 850–862 (2024)
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PhenoBench: A Comprehensive Benchmark for Cell Phenotyping
A new H&E benchmark with 14 fine-grained cell types and biological domain splits shows pathology foundation models scoring around 0.20 to 0.28 macro F1, far below their near-saturated performance on older benchmarks.