Multivariate Time Series Anomaly Detection on SMD (VUS-ROC, Avg, Rank)
0.7669VUS-ROCCCG-MSD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CCG-MSD2026.05 | 0.7669 | 0.675 | 1 | |
| TimesNet2026.05 | 0.6927 | 0.6 | 5 | |
| iTransformer-recon2026.05 | 0.6829 | 0.601 | 4 | |
| PatchTST-recon2026.05 | 0.6774 | 0.583 | 7 | |
| LSTM-AE2026.05 | 0.6707 | 0.624 | 2 | |
| Sub-Adjacent2026.05 | 0.6525 | 0.6 | 5 | |
| MEMTO2026.05 | 0.6445 | 0.568 | 9 | |
| Linear-AR2026.05 | 0.6341 | 0.55 | 10 | |
| Anomaly Transformer2026.05 | 0.6092 | 0.613 | 3 | |
| DCdetector2026.05 | 0.5905 | 0.57 | 8 |