MSL

Benchmarks

Task Name	Dataset Name	SOTA Result
Anomaly Detection	MSL	Precision96.24	95
Multivariate Time Series Anomaly Detection	MSL	F1 Score95.59	56
Anomaly Detection	MSL	F194.08	47
Anomaly Detection	MSL	F1 Score95.83	45
Time Series Anomaly Detection	MSL	AUC-ROC76.2	36
Time Series Anomaly Detection	MSL	F1 Score95.91	35
Anomaly Detection	MSL	F1 Score94.08	33
Time Series Anomaly Detection	MSL	VUS-ROC0.8157	32
Anomaly Detection	MSL	F1 Score87.5	27
Time-Series Anomaly Detection	MSL (test)	F1-@K22.13	24
Anomaly Detection	MSL	Precision85.51	21
Anomaly Detection	MSL	Precision92.25	20
Anomaly Detection	MSL (test)	F1 Score85.06	20
Anomaly Detection	MSL	Affiliated-F194.6	18
Univariate Anomaly Detection	MSL	PA-F192.8	18
Anomaly Detection	MSL 44 (test)	F1 Score85.03	16
Anomaly detection	MSL (test)	Precision89.66	16
Anomaly Detection	MSL	AU-PR61.2	15
Anomaly Detection	MSL	F1-score85.03	14
Time Series Forecasting	MSL anomalous intervals (test)	MAE0.084	13
Time Series Anomaly Detection	MSL	F1 Score94.6	12
Anomaly Detection	MSL	Training Time (s)3.27	11
Multivariate Time Series Anomaly Detection	MSL	VUS-ROC0.653	10
Time Series Anomaly Detection	MSL	Affine Precision68.7	9
Anomaly Detection	MSL	F1PA0.9152	9

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