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Papers Benchmarks Datasets Tasks

Binary Classification research benchmarks – Page 19 · SOTA2 Research

Binary Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

plrx 25% feature noise

83.4F1 Score

7

Mar 9, 2026

haberman 25% feature noise

85.5F1 Score

7

Mar 9, 2026

fertility 25% feature noise

95.2F1 Score

7

Mar 9, 2026

diabetic 25% feature noise

69.7F1-score

7

Mar 9, 2026

darwin 25% feature noise

78.9F1 Score

7

Mar 9, 2026

bupa 25% feature noise

62.2F1-score

7

Mar 9, 2026

blood 25% feature noise

87.3F1-score

7

Mar 9, 2026

biodeg 25% feature noise

91.3F1 Score

7

Mar 9, 2026

australian 25% feature noise

88.6F1-score

7

Mar 9, 2026

appendicitis 25% feature noise

93.6F1 Score

7

Mar 9, 2026

99.67F1-score

7

Feb 26, 2026

0.059Loss

7

Feb 26, 2026

diabetes (test)

0.483Loss

7

Apr 23, 2026

0.325Loss

7

Feb 26, 2026

0.319Loss

7

Feb 26, 2026

0.324Loss

7

Feb 26, 2026

0.327Loss

7

Feb 26, 2026

0.33Loss

7

Feb 26, 2026

0.332Loss

7

Feb 26, 2026

0.334Loss

7

Feb 26, 2026

0.335Loss

7

Feb 26, 2026

Ethereum Stablecoin Flows

100AUROC

7

Feb 26, 2026

0.987Competition Score

7

Feb 26, 2026

0.979Competition Score

7

Feb 26, 2026

Insult Detection

91.35Competition Score

7

Feb 26, 2026

Page 19 of 38

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