Continual Anomaly Detection on MVTec-AD (Storage/Task, Inf. time, FPS)
560Inference Time (ms)DNE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DNEParams (M)=86.6, Experience replay=false2026.05 | 560 | 2.3 | 1.8 | |
| DINOSaurParams (M)=21.6, Experience replay=false2026.05 | 630.6 | 7.1 | 1.6 | |
| UCADParams (M)=36.0, Experience replay=false2026.05 | 1,058 | 1.2 | 0.9 | |
| PatchCoreParams (M)=9.3, Experience replay=true2026.05 | 1,074.5 | 5 | 0.9 | |
| EfficientADParams (M)=8.1, Experience replay=true2026.05 | 1,318.2 | — | 0.8 | |
| IUFParams (M)=631.1, Experience replay=false2026.05 | 3,668.6 | — | 0.3 |