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Airfoil Self-Noise dataset and benchmarks · SOTA2 Research

Research Datasets

Airfoil Self-Noise

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Airfoil Self-Noise (ASN) (k-fold cross-val)

0.001TMSE (20% trim, 100x)

12

Airfoil Self-Noise (test)

1.08RMSE

9

Airfoil Self-Noise (train)

0.36RMSE

9

Airfoil Self-Noise

84.3Mean Relative Improvement (%)

5

Heteroscedastic Regression

Airfoil Self-Noise

100Coverage @ 95%

3

Symbolic Distillation

Airfoil Self-Noise

0.387Mean R^2

3

Popular tasks

Regression Symbolic Distillation Heteroscedastic Regression

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