Anomaly Detection on SKAB All 631 (test)
0.651AUROCUSAD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| USADGroup=SOTA2026.07 | 0.651 | 0.537 | 0.416 | |
| Isolation ForestGroup=Baseline2026.07 | 0.64 | 0.509 | 0.454 | |
| AutoEncoderGroup=Baseline2026.07 | 0.614 | 0.53 | 0.422 | |
| USADGroup=SOTA2026.07 | 0.591 | 0.497 | 0.416 | |
| trivial max|z|Group=Baseline2026.07 | 0.554 | 0.469 | 0.011 | |
| Isolation ForestGroup=Baseline2026.07 | 0.528 | 0.472 | 0.454 | |
| AutoEncoderGroup=Baseline2026.07 | 0.504 | 0.447 | 0.422 | |
| trivial max|z|Group=Baseline2026.07 | 0.388 | 0.331 | 0.011 |