isolet

Benchmarks

Task Name	Dataset Name	SOTA Result
Dataset Comparison	Isolet (test)	Average Test AUC99.61	42
Imbalanced Classification	isolet	F1-Score88.4	25
Clustering	Isolet	ARI0.435	19
Relative Density-Ratio Estimation	Isolet	Test Squared Error-0.905	18
Classification	Isolet	Accuracy95.05	11
Intrinsic Dimension Estimation	ISOLET	Dimension Estimate54.22	10
Clustering	L-ISOLET	AMI79.79	9
Tabular Classification	isolet (test)	Accuracy93.4	9
Classification	ISOLET	Accuracy96.58	8
Clustering	Isolet (UCI)	ARI47.51	8
Clustering	Isolet	ACC61.8	8
Nonstationary backward transfer	Isolet	BWT ARI-0.04	7
Incremental Clustering	Isolet	Avg Inc ARI0.58	7
Classification	Isolet (test)	Classification Error Rate4.4	5
Clustering	ISOLET	ARI0.632	4
Clustering	Isolet 30% outliers	Accuracy0.6195	4
Clustering	Isolet clean	ACC60.09	4
Dimensionality Reduction	isolet	kNN Accuracy84.2	3
Clustering	isolet 25%	ARI0.1411	3
Classification	isolet task4 (test)	Average Accuracy80.1	2
Classification	isolet task3 (test)	Average Accuracy79.8	2
Classification	isolet task2 (test)	Average Accuracy78.8	2
Classification	isolet task1 (test)	Average Accuracy81	2
Multiclass Classification	isolet	Accuracy96.5	2
Model Allocation	IsoletR	AUC91	1

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