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Papers Benchmarks Datasets Tasks

PSM dataset and benchmarks · SOTA2 Research

Research Datasets

PSM

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Anomaly Detection

PSM

98.74F1 Score

157

Time Series Anomaly Detection

PSM

0.817VUS-ROC

59

Anomaly Detection

PSM

92.67Visual PR

44

Multivariate Time Series Anomaly Detection

PSM

98.66Precision

44

Time Series Anomaly Detection

PSM

39Standard-F1

38

Time Series Anomaly Detection

PSM (test)

99.7Affiliation Precision

31

Anomaly Detection

PSM

97.78F1PA

30

Anomaly detection

PSM

99.6F1 Score

30

Time Series Anomaly Detection

PSM

66.16F1 Score

29

Time-Series Anomaly Detection

PSM

77VUS-ROC

27

Time-Series Anomaly Detection

PSM

80AUC-ROC

27

Time-Series Anomaly Detection

PSM

29AUC-PR

27

Multivariate Time Series Anomaly Detection

PSM

71.6Best-F1

25

Time-Series Anomaly Detection

PSM

46.31F1-@K

24

Time Series Anomaly Detection

PSM

85.34Affiliation F1

21

Anomaly Detection

PSM

99.31Precision

21

Anomaly Detection

PSM

97.64F1 Score

18

Multivariate Time Series Anomaly Detection

PSM

97.43F1-score

17

Time-series Anomaly Detection

PSM

0.652A-R Score

16

Time-Series Anomaly Detection

PSM

0.468A-P (AUC-PR)

16

Time Series Anomaly Detection

PSM

85.9Affiliated F1

16

Anomaly Detection

PSM

50.5Recall Rate (R-R)

16

Multivariate Time Series Anomaly Detection

PSM

77.23AUC

16

Anomaly Detection

PSM 46 (test)

97.34F1 Score

16

Anomaly Detection

PSM (test)

0.993Precision

16

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Time Series Anomaly Detection Anomaly Detection Multivariate Time Series Anomaly Detection Online Anomaly Detection Time Series Forecasting

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