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Papers Benchmarks Datasets Tasks

SWaT dataset and benchmarks – Page 3 · SOTA2 Research

Research Datasets

SWaT

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Anomaly Detection

SWaT NetFlow+Payload 2015

74F1 Score

3

Anomaly Detection

SWaT NetFlow 2015

23F1 Score

3

Anomaly Detection

SWaT Attack #41

43.5Detection Delay (s)

3

Online Anomaly Detection

SWAT

68.1R_F1 Score

2

Anomaly Detection

SWaT

0.839AUROC

2

Causal Inference

SWaT 2015 (test)

22Alarms Raised

2

Attack Detection

SWaT 2015 (test)

20Alarms Raised

2

Attack Pattern Validation

SWaT 2020 (Normal Data)

1,707Detected Attack Rules Count

1

Attack Pattern Validation

SWaT Normal Data 2019

2,472Count of Attack Rules (Normal Data)

1

Attack Pattern Validation

SWaT 2015 (Normal Data)

3,026Number of Detected Attack Rules

1

Anomaly Detection

SWaT analog

97.81Accuracy

1

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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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