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Whole Slide Image classification research benchmarks – Page 2 · SOTA2 Research

Whole Slide Image classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

TCGA-BRCA (five-fold cross-validation)

SlideGCD-DTFDMIL

90.43ACC

8

Feb 26, 2026

Average (CAMELYON16, TCGA-LUAD, TCGA-RCC)

Ours (Structured State Space Models)

81.74Accuracy

8

Feb 26, 2026

69.01Accuracy

8

Feb 26, 2026

TCGA COAD (3-fold cross-validated)

90.1ROC AUC

5

Mar 24, 2026

TCGA HNSC (3-fold cross-validated)

Graph-ABMIL + Jigsaw

83.3ROC-AUC

5

Mar 24, 2026

TCGA BRCA (3-fold cross-validated)

Graph-ABMIL + Jigsaw

95.2ROC-AUC

5

Mar 24, 2026

FLamby Camelyon16 (repeat)

0.749ROC AUC

3

Jul 3, 2026

Page 2 of 2

Popular datasets

TCGA CAMELYON In-house TCGA-BRCA CAMELYON16

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