Continual Anomaly Detection on MTD-Color (averaged across all tasks)
0.888AUROCDINOSaur
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DINOSaurexperience replay=false2026.05 | 0.888 | 80 | 70.7 | 0 | |
| PatchCoreexperience replay=true2026.05 | 0.836 | 71 | 53 | -0.043 | |
| UCADexperience replay=false2026.05 | 0.566 | 59.1 | 14.1 | 0.03 | |
| EfficientADexperience replay=true2026.05 | 0.565 | 57.3 | 8 | -0.007 | |
| IUFexperience replay=false2026.05 | 0.521 | 53.2 | 29.4 | -0.008 | |
| DNEexperience replay=false2026.05 | 0.52 | 52.9 | 30.8 | 0.021 |