Optdigits

Benchmarks

Task Name	Dataset Name	SOTA Result
Tabular Anomaly Detection	Optdigits	AUC-ROC0.9997	55
Anomaly Detection	optdigits	AUPRC84.24	43
Outlier Detection	Optdigits	AP98.5	22
Outlier Detection	Optdigits	AUC0.999	20
Outlier Detection	Optdigits	AUC-ROC0.999	20
Anomaly Detection	Optdigits	AUC-ROC0.9972	17
Binary Classification	Optdigits UCI (test)	Accuracy98.7	17
Outlier Detection	optdigits ADBench	AUROC87.22	17
Outlier Detection	optdigits (Group I)	AUROC0.8722	14
Tabular Anomaly Detection	optdigits	F1 Score47.33	13
Stationary Clustering	OptDigits	ARI0.9	13
Binary Classification	Optdigits (test)	AUC97.6	13
Outlier Detection	Optdigits	AUC-PR0.985	11
Anomaly Detection	optdigits In-Domain	F1 Score84	10
Clustering	optdigits	DBI1.9067	10
Outlier Detection	optdigits	Precision-s74.67	9
Classification	Optdigits pi+=0.8 UCI (test)	Accuracy98.7	9
Classification	Optdigits pi+=0.5 UCI (test)	Accuracy98.8	9
Classification	Optdigits (pi+=0.2) UCI (test)	Accuracy99	9
Classification	OptDigits	Accuracy98.88	8
Nonstationary backward transfer	OptDigits	BWT-ARI0.063	7
Incremental Clustering	OptDigits	Average Incremental ARI71.2	7
Clustering	OptDigits	ARI0.724	7
Outlier Detection	optdigits (full)	Recall6.67	7
Multiclass Classification	optdigits	Accuracy98.5	5

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