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Papers Benchmarks Datasets Tasks

WSI Classification research benchmarks – Page 3 · SOTA2 Research

WSI Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PANDA structure-heavy (test)

70.97F1 Score

9

May 19, 2026

BRACS fine-grained (test)

71.42F1 Score

9

May 19, 2026

CAMELYON16 (20% val)

98.8Accuracy

8

Feb 26, 2026

TCGA-NSCLC (20% val)

95.7Accuracy

8

Feb 26, 2026

80.9Balanced Accuracy

7

Feb 26, 2026

89.2Balanced Accuracy

7

Feb 26, 2026

0.707Balanced Accuracy

7

Feb 26, 2026

93.4Balanced Acc

7

Feb 26, 2026

91.1Balanced Accuracy

7

Feb 26, 2026

97.4Balanced Accuracy

7

Feb 26, 2026

0.599Balanced Accuracy

7

Feb 26, 2026

91.75F1 Score

7

Feb 26, 2026

87.24F1 Score

7

Feb 26, 2026

FROZEN-LUNG in-house (test)

0.871Accuracy

7

Feb 26, 2026

Progressive Attention Guidance

0.958AUC

7

Feb 26, 2026

95.4Accuracy

6

Feb 26, 2026

PANDA 80/10/10 split (test)

93.9Accuracy

6

Feb 26, 2026

TCGA-LUAD mutation (5-fold cross-validation)

0.724AUC (EGFR)

5

Feb 26, 2026

Progressive Attention Guidance

84.18AUC

5

Feb 26, 2026

UBC-OCEAN (test)

0.967AUC

3

Jun 23, 2026

0.938AUC

3

Jun 23, 2026

NSCLC-CPTAC external cohort (test)

0.981AUC

3

Jun 23, 2026

Page 3 of 3

Popular datasets

CAMELYON TCGA PANDA BRACS NSCLC

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