Continual Anomaly Detection on MTD-Blur averaged across all tasks
86.4AUROCDINOSaur
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DINOSaurexperience replay=false2026.05 | 86.4 | 78.1 | 65.1 | -0.002 | |
| PatchCoreexperience replay=true2026.05 | 83.2 | 75.1 | 68.5 | -0.022 | |
| UCADexperience replay=false2026.05 | 58.2 | 58.6 | 13.7 | 0.003 | |
| EfficientADexperience replay=true2026.05 | 56.6 | 56.4 | 5.1 | -0.01 | |
| DNEexperience replay=false2026.05 | 55.5 | 57.3 | 6.2 | -0.003 | |
| IUFexperience replay=false2026.05 | 51.6 | 56.7 | 4.2 | 0.001 |