| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SWaT | F1 Score98.36 | 43 | 5d ago | ||
| MSL | DMamba | Precision93.69 | 39 | 5d ago | |
| SMAP | EDAD | Precision97 | 34 | 5d ago | |
| PSM | DMamba | Precision98.66 | 28 | 5d ago | |
| SVDB | ARTA | VUS-PR48 | 27 | 19d ago | |
| OPP | VUS-PR82 | 27 | 19d ago | ||
| MITDB | ARTA | VUS-PR21 | 27 | 19d ago | |
| LTDB | VUS-PR57 | 27 | 19d ago | ||
| Exathlon | VUS-PR0.95 | 27 | 19d ago | ||
| Daphnet | ARTA | VUS-PR41 | 27 | 19d ago | |
| CATS v2 | ARTA | VUS-PR0.31 | 27 | 19d ago | |
| WADI | CARLA | Precision18.5 | 19 | 1mo ago | |
| SMD | DBR-AF | Precision93.77 | 14 | 5d ago | |
| NIPS-TS Swan (test) | Ours | AUC-ROC84.2 | 9 | 5d ago | |
| SMD 3-2 | CANDI | AUROC0.717 | 9 | 15d ago | |
| SMD 2-4 | CANDI | AUROC90.8 | 9 | 15d ago | |
| SMD 2-1 | CANDI | AUROC78 | 9 | 15d ago | |
| SMD 1-8 | CANDI | AUROC87.2 | 9 | 15d ago | |
| NIPS-TS-GECCO (test) | CATCH | AUC-ROC0.9722 | 8 | 5d ago | |
| PSM (Pooled Server Metrics) | CGSTA | ROC AUC87.93 | 8 | 1mo ago | |
| MSL 51d | DARTs | Precision92.24 | 8 | 1mo ago | |
| SWaT 55d | Precision98.7 | 8 | 1mo ago | ||
| WADI 118d | DARTs | Precision89.39 | 8 | 1mo ago | |
| TSB-AD multivariate 200 datasets | CANDI | AUPRC0.35 | 6 | 15d ago |
