cardio

Benchmarks

Task Name	Dataset Name	SOTA Result
Tabular Anomaly Detection	Cardio	AUC-ROC0.968	39
Anomaly Detection	cardio	AUC0.988	30
Anomaly Detection	Cardio	AUC-PR88.84	28
Outlier Detection	cardio (historical)	AUROC94.3	17
Tabular Anomaly Detection	cardio	F1 Score65.09	16
Outlier Detection	Cardio (Group I)	AUROC97.21	14
Outlier Detection	cardio (Group II)	AUROC93.77	14
Anomaly Detection	cardio	PR0.8425	13
Tabular Data Synthesis	Cardio (test)	AUC83.4	13
Outlier Detection	Cardio	AP65.9	11
Outlier Detection	Cardio	AUC0.935	11
Outlier Detection	Cardio	AUC-ROC93.5	11
Outlier Detection	Cardio	AUC-PR0.621	11
Anomaly Detection	cardio In-Domain	F1 Score74.77	10
Outlier Detection	cardio	Precision-s52.84	9
Tabular Data Synthesis	Cardio	Density Similarity (Single Column)0.992	8
Outlier Detection	cardio (full)	Recall50.68	7
Anomaly Detection	Cardio	FDR1.8	6
Tabular Generative Modeling	Cardio	Memory Ratio23.05	5
Tabular Classification	Cardio	Mean AUCPR67.09	4

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