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Papers Benchmarks Datasets Tasks

MSL dataset and benchmarks · SOTA2 Research

Research Datasets

MSL

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Anomaly Detection

MSL

96.24Precision

95

Multivariate Time Series Anomaly Detection

MSL

95.59F1 Score

72

Time Series Anomaly Detection

MSL

0.823VUS-ROC

55

Anomaly Detection

MSL

94.08F1

47

Anomaly Detection

MSL

95.83F1 Score

45

Time Series Anomaly Detection

MSL

95.91F1 Score

44

Time Series Anomaly Detection

MSL

76.2AUC-ROC

36

Anomaly Detection

MSL

94.08F1 Score

33

Anomaly Detection

MSL

87.5F1 Score

27

Multivariate Time Series Anomaly Detection

MSL

63.8Best F1 Score

26

Time Series Anomaly Detection

MSL

76.02AUC Recall (AUC-R)

25

Time-Series Anomaly Detection

MSL (test)

22.13F1-@K

24

Anomaly Detection

MSL

85.51Precision

21

Anomaly Detection

MSL

92.25Precision

20

Anomaly Detection

MSL (test)

85.06F1 Score

20

Anomaly Detection

MSL

94.6Affiliated-F1

18

Univariate Anomaly Detection

MSL

92.8PA-F1

18

Anomaly detection

MSL (test)

89.66Precision

18

Time Series Anomaly Detection

MSL

74Affiliated-F1

16

Time Series Anomaly Detection

MSL

59.9Affinity Precision (Aff-P)

16

Anomaly Detection

MSL

24.1R-R Score (MSL)

16

Anomaly Detection

MSL

69.51AUC

16

Anomaly Detection

MSL 44 (test)

85.03F1 Score

16

Anomaly Detection

MSL

61.2AU-PR

15

Anomaly Detection

MSL

85.03F1-score

14

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Popular tasks

Anomaly Detection Time Series Anomaly Detection Multivariate Time Series Anomaly Detection Semantic segmentation Time Series Forecasting

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