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Papers Benchmarks Datasets Tasks

PU Classification research benchmarks · SOTA2 Research

PU Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Wine Quality semi-synthetic

0.78AUC

5

May 8, 2026

WDBC semi-synthetic

0.994AUC

5

May 8, 2026

Spambase semi-synthetic

91.3AUC

5

May 8, 2026

Rice semi-synthetic

97.8AUC

5

May 8, 2026

Mushroom semi-synthetic

0.993AUC

5

May 8, 2026

MAGIC Gamma semi-synthetic

89.7AUC

5

May 8, 2026

Letter C vs U semi-synthetic

99.9AUC

5

May 8, 2026

Iranian Churn semi-synthetic

95.2AUC

5

May 8, 2026

Default Credit semi-synthetic

72.4AUC

5

May 8, 2026

Car semi-synthetic

0.919AUC

5

May 8, 2026

Banknote semi-synthetic

1AUC

5

May 8, 2026

Adult semi-synthetic

0.855AUC

5

May 8, 2026

Abalone semi-synthetic

0.9AUC

5

May 8, 2026

MONK-3 semi-synthetic

0.975AUC

5

May 8, 2026

MONK-2 semi-synthetic

0.824AUC

5

May 8, 2026

MONK-1 semi-synthetic

0.895AUC

5

May 8, 2026

ILPD semi-synthetic

0.723AUC

5

May 8, 2026

Heart semi-synthetic

0.871AUC

5

May 8, 2026

Haberman semi-synthetic

0.685AUC

5

May 8, 2026

Diabetes semi-synthetic

0.809AUC

5

May 8, 2026

Popular datasets

Adult Diabetes Abalone Heart Wine quality

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