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Papers Benchmarks Datasets Tasks

Cancer subtype classification research benchmarks · SOTA2 Research

Cancer subtype classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

93.4BRCA AUC

15

Mar 18, 2026

TCGA-BRCA patient-level 5-fold CV

99.5Macro AUC

12

Jun 23, 2026

Pan-cancer 32-class

0.968Accuracy

7

Jun 2, 2026

OV 5-fold (val)

79.91Accuracy

5

Apr 28, 2026

LGG 5-fold cross-val

95.95Accuracy

5

Apr 28, 2026

GBM (5-fold val)

82.38Accuracy

5

Apr 28, 2026

BRCA (5-fold cross-validation)

85.69Accuracy

5

Apr 28, 2026

Popular datasets

TCGA TCGA-BRCA BRCA LGG GBM

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