Continual Anomaly Detection on MVTec-AD
34.7Inference Latency (ms)EfficientAD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EfficientADParams (M)=8.1, Experience replay=true2026.05 | 34.7 | — | 28.8 | |
| DNEParams (M)=86.6, Experience replay=false2026.05 | 60.7 | 2.3 | 16.5 | |
| DINOSaurParams (M)=21.6, Experience replay=false2026.05 | 91.6 | 7.1 | 10.9 | |
| PatchCoreParams (M)=9.3, Experience replay=true2026.05 | 119 | 5 | 8.4 | |
| UCADParams (M)=36.0, Experience replay=false2026.05 | 956.5 | 1.2 | 1 |