Time-series Anomaly Detection on PSM (A-R, R-A-R, V-ROC) benchmark leaderboard · SOTA2 Research

Time-series Anomaly Detection on PSM (A-R, R-A-R, V-ROC)

0.652A-R ScoreCATCH

Evaluation Results

Method	Links
CATCH2024.10		0.652	0.64	0.639
AE2024.10		0.65	0.587	0.589
PCA2024.10		0.648	0.584	0.585
HBOS2024.10		0.62	0.572	0.575
Ocsvm2024.10		0.619	0.53	0.532
DualTF2024.10		0.6	0.507	0.507
Modern2024.10		0.593	0.588	0.589
iTrans2024.10		0.592	0.589	0.588
TsNet2024.10		0.592	0.593	0.593
Patch2024.10		0.586	0.586	0.585
NLin2024.10		0.585	0.585	0.585
DLin2024.10		0.58	0.579	0.579
IF2024.10		0.542	0.543	0.542
ATrans2024.10		0.514	0.453	0.451
DC2024.10		0.501	0.489	0.479
TFAD2024.10		0.5	0.499	0.499