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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
ClusteringYE
Accuracy (ACC)44.22
14
RegressionYE
Rank4.4
14
RegressionYE
Negative MSE-0.773
12
RegressionYE corrupted features
Negative MSE-0.776
12
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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