Time-Series Anomaly Detection on PSM (A-P, R-A-P, V-PR) benchmark leaderboard · SOTA2 Research

Time-Series Anomaly Detection on PSM (A-P, R-A-P, V-PR)

0.468A-P (AUC-PR)PCA

Evaluation Results

Method	Links
PCA2024.10		0.468	0.423	0.423
AE2024.10		0.465	0.42	0.42
CATCH2024.10		0.434	0.435	0.436
Ocsvm2024.10		0.418	0.369	0.37
DualTF2024.10		0.411	0.353	0.354
HBOS2024.10		0.394	0.369	0.37
TsNet2024.10		0.391	0.395	0.395
Modern2024.10		0.385	0.383	0.384
iTrans2024.10		0.383	0.386	0.387
Patch2024.10		0.378	0.379	0.38
NLin2024.10		0.376	0.378	0.379
DLin2024.10		0.371	0.372	0.373
IF2024.10		0.334	0.334	0.334
ATrans2024.10		0.298	0.293	0.293
DC2024.10		0.281	0.283	0.283
TFAD2024.10		0.279	0.291	0.291