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Pathological image classification research benchmarks – Page 2 · SOTA2 Research

Pathological image classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

TCGA melanoma (test)

0.648F1 Score

6

Feb 26, 2026

TCGA 100% labels (test)

71.71Balanced Accuracy

3

Feb 26, 2026

TCGA 25% labels (test)

72.8Balanced Acc

3

Feb 26, 2026

TCGA 10% labels (test)

71.1Balanced Acc

3

Feb 26, 2026

TCGA 1% labels (test)

70.9Balanced Accuracy

3

Feb 26, 2026

Page 2 of 2

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