| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MSL | LEFT | VUS-ROC0.8157 | 32 | 3d ago | |
| SMAP | Anomaly Transformer | Precision93.96 | 32 | 3d ago | |
| SMAP | VETime | Affiliation F198.83 | 29 | 3d ago | |
| PSM (test) | Affiliation Precision78.45 | 25 | 3d ago | ||
| SWaT (test) | Affiliation Precision62.76 | 25 | 3d ago | ||
| SMAP (test) | Affiliation Precision69.5 | 25 | 3d ago | ||
| MSL (test) | DLinear | F1-@K22.13 | 24 | 3d ago | |
| PSM | GTA | F1-@K46.31 | 24 | 3d ago | |
| UCR-AD archive | TimeVQVAE-AD | Top-1 Accuracy70.8 | 23 | 3d ago | |
| SWAN | LEFT | VUS-ROC0.9549 | 20 | 3d ago | |
| GECCO | LEFT | VUS-ROC0.9949 | 20 | 3d ago | |
| SWaT | LEFT | VUS-ROC0.7991 | 20 | 3d ago | |
| MSL | GDN | Precision93.08 | 19 | 3d ago | |
| MGAB | TimeRCD | Affiliation-F170.69 | 14 | 3d ago | |
| IOPS | VETime | Affiliation F190.53 | 14 | 3d ago | |
| Creditcard | DADA | AUC-R95.66 | 13 | 3d ago | |
| SWAN | TimeRadar | AUC-R81.13 | 13 | 3d ago | |
| CICIDS | TimeRadar | AUC-R82.76 | 13 | 3d ago | |
| SWaT | TimeRadar | AUC-R83.31 | 13 | 3d ago | |
| PSM | TimeRadar | AUC-R67.72 | 13 | 3d ago | |
| WSD | Precision0.781 | 12 | 3d ago | ||
| IOPS | TimesFM | Precision69.3 | 12 | 3d ago | |
| TODS | TimesFM | Precision65 | 12 | 3d ago | |
| YAHOO | AnomaMind | Precision0.841 | 12 | 3d ago | |
| HAI | ALoRa-Det | RF10.62 | 12 | 3d ago |
