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

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

0.97A-R ScoreCATCH

Evaluation Results

Method	Links
CATCH2024.10		0.97	0.99	0.987
TsNet2024.10		0.954	0.977	0.974
Modern2024.10		0.952	0.978	0.975
Patch2024.10		0.949	0.984	0.979
DLin2024.10		0.947	0.987	0.982
NLin2024.10		0.936	0.977	0.971
Ocsvm2024.10		0.804	0.757	0.756
iTrans2024.10		0.795	0.884	0.871
AE2024.10		0.769	0.634	0.637
DualTF2024.10		0.714	0.725	0.717
PCA2024.10		0.711	0.598	0.595
IF2024.10		0.619	0.68	0.677
HBOS2024.10		0.557	0.51	0.503
DC2024.10		0.555	0.609	0.593
ATrans2024.10		0.516	0.501	0.503
TFAD2024.10		0.499	0.501	0.5