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Papers Benchmarks Datasets Tasks

SWaT dataset and benchmarks · SOTA2 Research

Research Datasets

SWaT

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Anomaly Detection

SWaT

99.89F1 Score

348

Multivariate Time Series Anomaly Detection

SWaT

98.36F1 Score

102

Anomaly Detection

SWaT (test)

0.983F1-score

49

Time Series Anomaly Detection

SWaT

0.799VUS-ROC

43

Time Series Anomaly Detection

SWaT (test)

98.93Affiliation Precision

31

Time-Series Anomaly Detection

SWAT

0.831AUROC

27

Time Series Anomaly Detection

SWaT

69F1

26

Causal Discovery

SWaT

28.8F1 Score

25

Anomaly Detection

SWaT

97.28F1PA

21

Multivariate Time Series Anomaly Detection

SWaT

0.911AUC-PR

20

Anomaly Detection

SWaT cross-domain (val)

89.5F1 Score

20

Attack Detection

SWaT Malicious Controller Output Injection (test)

99.8F1 Score

20

Anomaly Detection

SWaT

96.43Affiliated F1

18

Anomaly detection

SWaT

98.02F1 Score

17

Time-series Anomaly Detection

SWAT

83.1A-R

16

Multivariate Time Series Anomaly Detection

SWAT

32.9Precision

16

Time-Series Anomaly Detection

SWAT

0.738A-P (AUC-PR)

16

Time Series Anomaly Detection

SWAT

69.8Affinity Precision

16

Time Series Anomaly Detection

SWaT

94.8F1-score

16

Anomaly Detection

SWaT 45 (test)

94.23F1 Score

16

Causal Discovery

SWaT

0.79Runtime (s)

15

Anomaly Detection

SWaT

1.4Average Time Cost

13

Anomaly Detection

SWaT

98.1Precision (Pre)

13

Time Series Anomaly Detection

SWaT

83.31AUC-R

13

Time Series Anomaly Detection

SWaT

96.19F1 Score

12

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Popular tasks

Anomaly Detection Time Series Anomaly Detection Multivariate Time Series Anomaly Detection Causal Discovery Attack Detection

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