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ResearchFormerly WizWand

Arrhythmia

Benchmarks

TaskDatasetSOTA resultTrendResults

Tabular Anomaly Detection

Arrhythmia

0.836AUC-ROC

46

Anomaly Detection

arrhythmia

72.98AUPRC

43

Outlier Detection

Arrhythmia

82AUC-ROC

35

Anomaly Detection

Arrhythmia

95.45F1 Score

30

Imbalanced Classification

arrhythmia

86F1 Score

25

Outlier Detection

Arrhythmia

51.8AP

22

Anomaly Detection

Arrhythmia

83.16AUC-ROC

17

Anomaly Detection

arrhythmia

0.852AUC

16

arrhythmia

65.9Balanced Accuracy

12

Anomaly Detection

arrhythmia In-Domain

60.61F1 Score

10

Arrhythmia detection

Arrhythmia

1Resilience Metric V

9

Outlier Detection

arrhythmia (452, 274) (full)

34.94Recall

7

Anomaly Detection

Arrhythmia (50% test)

52F1 Score

6

Arrhythmia (leave-one-domain-out)

61.62Domain I Score

5

Arrhythmia Detection

Arrhythmia

69.56Macro-F1 (TD I)

5

Anomaly Detection

Arrhythmia (F)

0.89AUC ROC

4

Anomaly Detection

Arrhythmia (Q)

0.99AUC-ROC

4

Anomaly Detection

Arrhythmia (SVEB)

0.99AUC ROC

4

Anomaly Detection

Arrhythmia (BENIGN)

0.89AUC-ROC

4

Anomaly Detection

Arrhythmia (VEB)

0.99AUC ROC

4

Local Curvature Estimation

arrhythmia

31.995Average Local Curvature

2

Anomaly Detection

arrhythmia

87.99AUROC

2

Sensitive attribute estimation

ARRHYTHMIA

58AUC

2