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Papers Benchmarks Datasets Tasks

SMAP dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

SMAP

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Anomaly Detection

SMAP Time Series

75.27F1 (Point Adjustment)

9

Anomaly detection

SMAP

96.61F1 Score

7

Online Anomaly Detection

SMAP

0.533VUS_PR

6

Anomaly Detection

SMAP

72.36PA-F1

6

Anomaly Detection

SMAP

0.564AUC-PR

5

Anomaly Detection

SMAP

99.3Acc

5

Event Prediction

SMAP

0.6h-AUROC

3

Proactive Anomaly Detection

SMAP True Labels (test)

35F1 @ K

3

Online Anomaly Detection

SMAP Protocol-1

34.7R_F1

2

Early Warning Generation

SMAP

81Precision

1

Anomaly Detection

SMAP

89.39Accuracy

1

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Popular tasks

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

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