Multivariate Time Series Anomaly Detection on PSM (VUS-ROC, Avg, Rank)
0.733VUS-ROCTimesNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TimesNet2026.05 | 0.733 | 0.6 | 5 | |
| LSTM-AE2026.05 | 0.725 | 0.624 | 2 | |
| CCG-MSD2026.05 | 0.705 | 0.675 | 1 | |
| Anomaly Transformer2026.05 | 0.697 | 0.613 | 3 | |
| Sub-Adjacent2026.05 | 0.656 | 0.6 | 5 | |
| MEMTO2026.05 | 0.634 | 0.568 | 9 | |
| iTransformer-recon2026.05 | 0.633 | 0.601 | 4 | |
| PatchTST-recon2026.05 | 0.629 | 0.583 | 7 | |
| Linear-AR2026.05 | 0.613 | 0.55 | 10 | |
| DCdetector2026.05 | 0.579 | 0.57 | 8 |