MSL

Benchmarks

Task Name	Dataset Name	SOTA Result
Anomaly Detection	MSL	Precision96.24	95
Multivariate Time Series Anomaly Detection	MSL	F1 Score95.59	72
Time Series Anomaly Detection	MSL	VUS-ROC0.8232	55
Anomaly Detection	MSL	F194.08	47
Anomaly Detection	MSL	F1 Score95.83	45
Time Series Anomaly Detection	MSL	F1 Score95.91	44
Time Series Anomaly Detection	MSL	AUC-ROC76.2	36
Anomaly Detection	MSL	F1 Score94.08	33
Anomaly Detection	MSL	F1 Score87.5	27
Multivariate Time Series Anomaly Detection	MSL	Best F1 Score63.8	26
Time Series Anomaly Detection	MSL	AUC Recall (AUC-R)76.02	25
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 (test)	Precision89.66	18
Time Series Anomaly Detection	MSL	Affiliated-F174	16
Time Series Anomaly Detection	MSL	Affinity Precision (Aff-P)59.9	16
Anomaly Detection	MSL	R-R Score (MSL)24.1	16
Anomaly Detection	MSL	AUC69.51	16
Anomaly Detection	MSL 44 (test)	F1 Score85.03	16
Anomaly Detection	MSL	AU-PR61.2	15
Anomaly Detection	MSL	F1-score85.03	14

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