Glass

Benchmarks

Task Name	Dataset Name	SOTA Result
Anomaly Detection	Glass	AUC-ROC0.9109	55
Clustering	Glass	NMI0.51	51
Classification	Glass LDLSS	Accuracy81.32	46
Confidence Calibration	glass	Calibration Error0.008	44
Anomaly Detection	Glass	AUC-PR57.5	33
Classification	Glass	Accuracy79.1	32
Tabular Anomaly Detection	Glass	AUC-ROC0.8074	30
Tabular Classification	glass6	Balanced Accuracy93.7	27
Tabular Classification	glass 5	Balanced Accuracy94.1	27
Counterfactual Explanation	glass	Validity100	24
Clustering	Glass (UCI)	ARI29.37	16
Multi-class classification	Glass	F1-score91.68	16
Off-policy evaluation for classification error	glass	Bias-0.317	15
Counterfactual Explanation Diversity	glass	Diversity5.4	14
Clustering	glass	ARI0.31	14
Clustering	glass	Runtime (s)0	12
Clustering	glass	V-Measure51	12
Clustering	glass	Purity70	12
Clustering	Glass K-NN digraph	AMI28	11
Counterfactual Proximity	glass	Mean Euclidean Distance0.4	11
Anomaly Detection	glass Out-of-Domain	F1 Score40	10
Binary Classification	glass	Accuracy94.39	10
Multiclass Classification	glass	Weighted F10.808	9
Multiclass imbalanced classification	glass	AUC0.946	9
Multiclass imbalanced classification	glass	Accuracy81.4	9

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