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Papers Benchmarks Datasets Tasks

Subtyping prediction research benchmarks · SOTA2 Research

Subtyping prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CPTAC TCGA-NSCLC 2 classes (external test)

PANTHERAll + MLP

90.6Balanced Accuracy

14

Feb 26, 2026

TCGA-NSCLC 2 classes (test)

98Balanced Accuracy

14

Feb 26, 2026

EBRAINS 12 classes coarse (test)

PANTHERAll + MLP

85.4Balanced Accuracy

14

Feb 26, 2026

EBRAINS 30 classes fine (test)

70.1Balanced Acc

14

Feb 26, 2026

Popular datasets

EBRAINS TCGA CPTAC

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