Anomaly Detection on HAI (Difficult)
83.1AUROCVaDE-hard+resid(auto)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| VaDE-hard+resid(auto)Group=Ours2026.07 | 83.1 | 44.3 | 0.5 | |
| AutoEncoderGroup=Baseline2026.07 | 75.8 | 41.2 | 0.5 | |
| VaDEGroup=Ours2026.07 | 68.8 | 33.7 | 0.2 | |
| Isolation ForestGroup=Baseline2026.07 | 62.5 | 12.9 | 2.4 | |
| USADGroup=SOTA2026.07 | 48.7 | 10 | 0.7 | |
| TranADGroup=SOTA2026.07 | 46.7 | 10.5 | 0.4 | |
| trivial max|z|Group=Baseline2026.07 | 34 | 4 | 0.1 |