Madelon

Benchmarks

Task Name	Dataset Name	SOTA Result
Classification	Madelon	Accuracy91.4	26
Clustering	Madelon	Accuracy61	18
Reconstruction	Madelon	RMSE0.28	18
Binary Classification	madelon	AUC96.49	10
Classification	Madelon	Accuracy93.96	8
Classification	madelon	Cohen's kappa0.77	8
Classification	Madelon	AUROC0.866	5
Tabular Classification	Madelon	Utility90.7	4
QP and dual SVM	Madelon QP and dual SVM	Iterations19	4
Low rank least squares	Madelon Low rank least squares	Iterations27	4
Rashomon set approximation	Madelon 73	Recall100	4
Classification	MADELON	Accuracy89.83	4
Classification	madelon	Balanced Accuracy63.57	3
Decision Tree Rashomon Set construction	Madelon	Runtime (s)8.19	3
Classification	Madelon	ECE0.074	3
Manifold Curvature Estimation	madelon	Average K0.4982	1

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