MSL

Benchmarks

Task Name	Dataset Name	SOTA Result
Anomaly Detection	MSL	Precision87.5	39
Time Series Anomaly Detection	MSL	VUS-ROC0.8157	32
Anomaly Detection	MSL	F1 Score94.08	27
Time-Series Anomaly Detection	MSL (test)	F1-@K22.13	24
Multivariate Time Series Anomaly Detection	MSL	Precision92.07	24
Anomaly Detection	MSL	F194.08	23
Anomaly Detection	MSL	Precision85.51	21
Anomaly Detection	MSL	Precision92.25	20
Time Series Anomaly Detection	MSL	Precision93.08	19
Anomaly Detection	MSL 44 (test)	F1 Score85.03	16
Anomaly detection	MSL (test)	Precision89.66	16
Anomaly Detection	MSL	F1-score85.03	14
Anomaly Detection	MSL	Training Time (s)3.27	11
Time Series Anomaly Detection	MSL	Affine Precision68.7	9
Anomaly Detection	MSL	F1PA0.9152	9
Anomaly Detection	MSL	F1 Score86.52	9
Anomaly Detection	MSL Time Series	F1 (Point Adjustment)86.52	9
Multivariate Time Series Anomaly Detection	MSL 51d	Precision92.24	8
Semantic Segmentation	MSL labeled ratio (1/4)	mIoU65.9	8
Semantic Segmentation	MSL labeled ratio (1/8)	mIoU60.9	8
Proactive Anomaly Detection	MSL True Labels (test)	F1@K33	3
Anomaly Detection	MSL C0	Accuracy83.77	1
Anomaly Detection	MSL (test)	F1 Score-	0

Showing 23 of 23 rows