SMAP

Benchmarks

Task Name	Dataset Name	SOTA Result
Anomaly Detection	SMAP	F1 Score97.02	114
Multivariate Time Series Anomaly Detection	SMAP	F1 Score97.32	93
Time Series Anomaly Detection	SMAP	Affiliation F198.83	61
Time Series Anomaly Detection	SMAP	F1 Score96.61	57
Anomaly Detection	SMAP (test)	Precision94.7	37
Time Series Anomaly Detection	SMAP (test)	Affiliation Precision96.63	31
Anomaly Detection	SMAP	F1 Score96.69	27
Anomaly Detection	SMAP	F10.9669	23
Anomaly Detection	SMAP	Precision93.17	21
Anomaly Detection	SMAP	Precision94.75	20
Anomaly Detection	SMAP	Affiliated F185.21	18
Anomaly Detection	SMAP	F1 Score77.57	17
Time-series Anomaly Detection	SMAP	A-R Score0.585	16
Anomaly Detection	SMAP	Recall Rate (RR)29.8	16
Anomaly Detection	SMAP (55)	AUC65.35	16
Anomaly Detection	SMAP 44 (test)	F1 Score0.7288	16
Anomaly Detection	SMAP	AU-PR52.3	15
Anomaly Detection	SMAP	Precision95.1	15
Anomaly Detection	SMAP	Precision91.99	13
Anomaly Detection	SMAP	F1 Score0.7118	13
Time Series Anomaly Detection	SMAP	F1 Score96.94	12
Anomaly Detection	SMAP	Training Time (s)3.55	11
Anomaly Detection	SMAP	F1PA85.67	9
Anomaly Detection	SMAP (test)	F10 Score41.74	9
Early Detection	SMAP	Precision38.21	9

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