Continual Anomaly Detection on MTD-Geo averaged across all tasks
53.2AUROCDINOSaur
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DINOSaurexperience replay=false2026.05 | 53.2 | 43.5 | 100 | 0.013 | |
| IUFexperience replay=false2026.05 | 52.5 | 58.8 | 4.8 | 0.002 | |
| EfficientADexperience replay=true2026.05 | 51 | 56.7 | 5 | -0.004 | |
| PatchCoreexperience replay=true2026.05 | 50.9 | 56.4 | 4.2 | -0.008 | |
| DNEexperience replay=false2026.05 | 48 | 51.7 | 34.2 | 0.032 | |
| UCADexperience replay=false2026.05 | 48 | 54.8 | 10.7 | 0.007 |