ionosphere

Benchmarks

Task Name	Dataset Name	SOTA Result
Tabular Anomaly Detection	Ionosphere	AUC-ROC99.21	50
Classification	Ionosphere	PR AUC97.5	24
Outlier Detection	Ionosphere	AP90.4	22
Anomaly Detection	Ionosphere	AUC-ROC99.86	17
Anomaly Detection	Ionosphere	AUC-PR98.95	17
Classification	Ionosphere UCIrvine (5-fold cross-validation)	Macro F1 Score97.14	17
Classification	Ionosphere 20%	PR AUC97.2	12
Classification	ionosphere (test)	Loss0.2648	11
Classification	Ionosphere	Log Time (s)0.31	11
Outlier Detection	Ionosphere	AUC0.915	11
Anomaly Detection	ionosphere Out-of-Domain	F1 Score93.49	10
Classification	Ionosphere	Avg. Accuracy0.942	10
Classification	ionosphere	Average Test Accuracy94	10
Outlier Detection	Ionosphere	Precision-s84.79	9
Continual Clustering	Ionosphere	AI NMI62.4	9
Classification	Ionosphere UCIrvine	Macro F197.6	9
Classification	ionosphere	Improvement in Balanced Accuracy0.015	8
Data Synthesis	ionosphere	MMD0.08	8
Active Learning	Ionosphere	AULC81	8
Classification	Ionosphere	ROC AUC98.7	8
Tabular Classification	Ionosphere	Cohen's Kappa0.888	8
Classification	Ionosphere	F1-Macro98.5	8
Counterfactual Explanation	ionosphere	Validity1	8
Bayesian logistic regression	Ionosphere (d=61)	Avg Posterior Log-Likelihood-205.49	7
Outlier Detection	ionosphere (full)	Recall49.83	7

Showing 25 of 45 rows