Anomaly Detection on HAI All 14819 (test)
94.1AUROCVaDE-hard+resid(auto)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| VaDE-hard+resid(auto)Group=Ours2026.07 | 94.1 | 74.2 | 0.5 | |
| AutoEncoderGroup=Baseline2026.07 | 92.3 | 74.2 | 0.5 | |
| VaDEGroup=Ours2026.07 | 89.4 | 75.7 | 0.2 | |
| Isolation ForestGroup=Baseline2026.07 | 85.4 | 44.5 | 2.4 | |
| USADGroup=SOTA2026.07 | 84.5 | 70 | 0.7 | |
| TranADGroup=SOTA2026.07 | 84.2 | 70.4 | 0.4 | |
| trivial max|z|Group=Baseline2026.07 | 80.6 | 62.7 | 0.1 |