Daphnet

Benchmarks

Task Name	Dataset Name	SOTA Result
Time-Series Anomaly Detection	Daphnet	AUC-PR38	33
Multivariate Time-Series Anomaly Detection	Daphnet	VUS-PR41	27
Time-Series Anomaly Detection	Daphnet	VUS-ROC94	27
Time-Series Anomaly Detection	Daphnet	AUC-ROC94	27
Time-Series Anomaly Detection	Daphnet	Standard F148	27
Sensor-Based Human Activity Recognition	Daphnet	Macro F1 Score85.12	17
Human Activity Recognition	Daphnet	Macro F1 Score89.84	9
Human Activity Recognition	Daphnet	Memory Footprint (KB)20.8	4

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