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Monk dataset and benchmarks · SOTA2 Research

Research Datasets

Monk

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Monk

97.2Accuracy

32

Monk (test)

100Accuracy

24

monk

100F1 Score

22

monk 25% feature noise

95.6Accuracy

14

monk2

0.057MMD

8

monk 0% noise

88.1F1 Score

7

monk 25% feature noise

95.5F1 Score

7

monk 25% label noise

97.2F1 Score

7

Constrained Clustering

Monk 2

1,520SSE

2

Decision Tree Rashomon Set construction

Monk2

0.1Runtime (s)

1

Popular tasks

Classification Data Synthesis Constrained Clustering Decision Tree Rashomon Set construction

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