Multivariate Time Series Anomaly Detection on NYC (P/R/F1) benchmark leaderboard · SOTA2 Research

Multivariate Time Series Anomaly Detection on NYC (P/R/F1)

100PrecisionCATCH

Evaluation Results

Method	Links
CATCH2024.10		100	1	2
ATrans2024.10		33.3	1	2
DC2024.10		25	1	1.9
DualTF2024.10		11.1	1	1.9
AE2024.10		5.9	1	1.7
PCA2024.10		5.9	22.2	9.4
IF2024.10		5.6	1	1.7
iTrans2024.10		3.4	29.3	6.1
Ocsvm2024.10		2.2	98	4.3
Modern2024.10		0	0	0
TsNet2024.10		0	0	0
Patch2024.10		0	0	0
DLin2024.10		0	0	0
NLin2024.10		0	0	0
TFAD2024.10		0	0	0
HBOS2024.10		0	0	0