Time-series Anomaly Detection on Mixture 8.9 (A-R, R-A-R, V-ROC) benchmark leaderboard · SOTA2 Research

Time-series Anomaly Detection on Mixture 8.9 (A-R, R-A-R, V-ROC)

0.879A-RCATCH

Evaluation Results

Method	Links
CATCH2024.10		0.879	0.887	0.88
IF2024.10		0.874	0.878	0.876
TsNet2024.10		0.845	0.871	0.865
iTrans2024.10		0.834	0.866	0.86
Patch2024.10		0.819	0.857	0.85
DLin2024.10		0.65	0.723	0.708
NLin2024.10		0.636	0.728	0.71
Modern2024.10		0.596	0.706	0.687
DC2024.10		0.562	0.552	0.542
DualTF2024.10		0.523	0.63	0.61
AE2024.10		0.513	0.505	0.49
ATrans2024.10		0.509	0.509	0.501
Ocsvm2024.10		0.503	0.476	0.462
TFAD2024.10		0.5	0.517	0.516
PCA2024.10		0.497	0.463	0.446
HBOS2024.10		0.492	0.548	0.531