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

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

0.585A-R ScoreHBOS

Evaluation Results

Method	Links
HBOS2024.10		0.585	0.565	0.566
DC2024.10		0.522	0.552	0.552
AE2024.10		0.522	0.545	0.544
ATrans2024.10		0.511	0.52	0.52
CATCH2024.10		0.504	0.546	0.543
TFAD2024.10		0.5	0.504	0.504
IF2024.10		0.487	0.499	0.499
DualTF2024.10		0.478	0.516	0.515
Modern2024.10		0.455	0.491	0.489
TsNet2024.10		0.453	0.49	0.489
Patch2024.10		0.448	0.483	0.482
NLin2024.10		0.434	0.466	0.465
iTrans2024.10		0.409	0.441	0.439
DLin2024.10		0.397	0.435	0.435
PCA2024.10		0.396	0.42	0.419
Ocsvm2024.10		0.393	0.43	0.428