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Papers Benchmarks Datasets Tasks

SMAP dataset and benchmarks · SOTA2 Research

Research Datasets

SMAP

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Anomaly Detection

SMAP

97.02F1 Score

114

Multivariate Time Series Anomaly Detection

SMAP

97.32F1 Score

93

Time Series Anomaly Detection

SMAP

98.83Affiliation F1

61

Time Series Anomaly Detection

SMAP

96.61F1 Score

57

Anomaly Detection

SMAP (test)

94.7Precision

37

Time Series Anomaly Detection

SMAP (test)

96.63Affiliation Precision

31

Anomaly Detection

SMAP

96.69F1 Score

27

Anomaly Detection

SMAP

0.967F1

23

Anomaly Detection

SMAP

93.17Precision

21

Anomaly Detection

SMAP

94.75Precision

20

Anomaly Detection

SMAP

85.21Affiliated F1

18

Anomaly Detection

SMAP

77.57F1 Score

17

Time-series Anomaly Detection

SMAP

0.585A-R Score

16

Anomaly Detection

SMAP

29.8Recall Rate (RR)

16

Anomaly Detection

SMAP (55)

65.35AUC

16

Anomaly Detection

SMAP 44 (test)

0.729F1 Score

16

Anomaly Detection

SMAP

52.3AU-PR

15

Anomaly Detection

SMAP

95.1Precision

15

Anomaly Detection

SMAP

91.99Precision

13

Anomaly Detection

SMAP

0.712F1 Score

13

Time Series Anomaly Detection

SMAP

96.94F1 Score

12

Anomaly Detection

SMAP

3.55Training Time (s)

11

Anomaly Detection

SMAP

85.67F1PA

9

Anomaly Detection

SMAP (test)

41.74F10 Score

9

Early Detection

SMAP

38.21Precision

9

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Anomaly Detection Time Series Anomaly Detection Online Anomaly Detection Event Prediction Multivariate Time Series Anomaly Detection

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