Multivariate Time Series Anomaly Detection on MSL (VUS-ROC, Avg, Rank)
0.653VUS-ROCCCG-MSD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CCG-MSD2026.05 | 0.653 | 0.675 | 1 | |
| iTransformer-recon2026.05 | 0.647 | 0.601 | 4 | |
| LSTM-AE2026.05 | 0.645 | 0.624 | 2 | |
| PatchTST-recon2026.05 | 0.629 | 0.583 | 7 | |
| Sub-Adjacent2026.05 | 0.6 | 0.6 | 5 | |
| Anomaly Transformer2026.05 | 0.588 | 0.613 | 3 | |
| DCdetector2026.05 | 0.581 | 0.57 | 8 | |
| MEMTO2026.05 | 0.559 | 0.568 | 9 | |
| TimesNet2026.05 | 0.554 | 0.6 | 5 | |
| Linear-AR2026.05 | 0.544 | 0.55 | 10 |