ionosphere

Benchmarks

Task Name	Dataset Name	SOTA Result
Tabular Anomaly Detection	Ionosphere	AUC-ROC99.21	66
Anomaly Detection	Ionosphere	AUC-PR98.95	33
Classification	Ionosphere	PR AUC97.5	24
Outlier Detection	Ionosphere	AUC0.94	24
Outlier Detection	Ionosphere	AP90.4	22
Anomaly Detection	Ionosphere	AUC-ROC99.86	17
Classification	Ionosphere UCIrvine (5-fold cross-validation)	Macro F1 Score97.14	17
Classification	Ionosphere (UCI) (test)	NLL0.332	17
Tabular Anomaly Detection	ionosphere	F1 Score88.1	16
Clustering	ionosphere UMAP10	Runtime (s)0	12
Clustering	ionosphere UMAP10	V-Measure42	12
Clustering	ionosphere UMAP10 (full-dataset)	ARI0.26	12
Clustering	ionosphere UMAP10	ARI0.49	12
Classification	Ionosphere 20%	PR AUC97.2	12
Classification	ionosphere (test)	Loss0.2648	11
Classification	Ionosphere	Log Time (s)0.31	11
Classification	Ionosphere UCI (5-fold cross-validated)	Accuracy95.06	10
Anomaly Detection	ionosphere Out-of-Domain	F1 Score93.49	10
Classification	Ionosphere	Avg. Accuracy0.942	10
Classification	ionosphere	Average Test Accuracy94	10
Classification	ionosphere UCI	Accuracy69.2	9
Classification	ionosphere	Accuracy93.7	9
Outlier Detection	Ionosphere	Precision-s84.79	9
Continual Clustering	Ionosphere	AI NMI62.4	9
Classification	Ionosphere UCIrvine	Macro F197.6	9

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