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AUC Maximization research benchmarks · SOTA2 Research

AUC Maximization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Localized SGD for Pairwise Learning

0.763AUC

19

Feb 26, 2026

diabetes (test)

Localized SGD for Pairwise Learning

81.3AUC

13

Feb 26, 2026

Differentially Private Localized SGD for Pairwise Learning

0.79AUC

6

Feb 26, 2026

Popular datasets

Diabetes German

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