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Papers Benchmarks Datasets Tasks

Daphnet dataset and benchmarks · SOTA2 Research

Research Datasets

Daphnet

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Time-Series Anomaly Detection

Daphnet

38AUC-PR

33

Multivariate Time-Series Anomaly Detection

Daphnet

41VUS-PR

27

Time-Series Anomaly Detection

Daphnet

94VUS-ROC

27

Time-Series Anomaly Detection

Daphnet

94AUC-ROC

27

Time-Series Anomaly Detection

Daphnet

48Standard F1

27

Sensor-Based Human Activity Recognition

Daphnet

85.12Macro F1 Score

17

Human Activity Recognition

Daphnet

89.84Macro F1 Score

9

Human Activity Recognition

Daphnet

20.8Memory Footprint (KB)

4

Popular tasks

Time Series Anomaly Detection Human Activity Recognition Multivariate Time Series Anomaly Detection Sensor-Based Human Activity Recognition

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