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YE

Benchmarks

Task NameDataset NameSOTA ResultTrend
RegressionYE
Negative RMSE-0.776
29
RegressionYE 50% corrupted features noise
Negative RMSE-0.776
21
Feature SelectionYE with random extraneous features
Precision1
17
Feature SelectionYE with random extraneous features
ROC AUC1
17
ClusteringYE
ARI0.9
16
RegressionYE 75% random extra features
Negative RMSE-0.774
10
RegressionYE 75% corrupted features
Negative RMSE-0.778
10
Federated ClusteringYE
NMI33.7
9
Global ClusteringYE
Purity49.8
9
ClusteringYE
NMI0.267
9
Global ClusteringYE
SC0.167
9
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