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Papers Benchmarks Datasets Tasks

Patch-level Histopathology Classification research benchmarks · SOTA2 Research

Patch-level Histopathology Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

WSSS4LUAD (5-fold CV)

DinoSSLPathology-8

76.3Macro F1

7

Feb 26, 2026

PanNuke (5-fold CV)

95.76Macro F1

7

Feb 26, 2026

Kather (5-fold CV)

99.81Macro F1

7

Feb 26, 2026

DigestPath (5-fold CV)

95.82Macro F1 Score

7

Feb 26, 2026

BRACS (5-fold CV)

56.52Macro F1

7

Feb 26, 2026

CAMELYON16 (5-fold CV)

79.61Macro-F1

7

Feb 26, 2026

PANDA (5-fold CV)

32.95Macro F1

7

Feb 26, 2026

Private-CRC (5-fold CV)

70.47Macro F1

7

Feb 26, 2026

Private-Skin (5-fold CV)

73.09Macro-F1

7

Feb 26, 2026

Private-Liver (5-fold CV)

86.35Macro F1

7

Feb 26, 2026

Popular datasets

CAMELYON BRACS PANDA DigestPath PanNuke

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