Continual Anomaly Detection on MVTec 3 x 5 with 5 Steps (test)
89.1Image-level A-AUROCCDAD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CDADDM-based=true2025.02 | 89.1 | 92.2 | 3.69 | 4.65 | |
| UCADMemory-limited=true2025.02 | 84.8 | 90.1 | 10.3 | 9.2 | |
| IUF2025.02 | 84.2 | 91.1 | 10 | 8.4 | |
| UniAD + SI2025.02 | 81.9 | 88.5 | 7 | 10.8 | |
| UniAD + MAS2025.02 | 81.5 | 89 | 7.2 | 10.2 | |
| UniAD2025.02 | 81.3 | 88.7 | 7.4 | 10.6 | |
| DiADDM-based=true2025.02 | 80.5 | 89 | 11.8 | 7.2 | |
| UniAD + LVT2025.02 | 80.4 | 88.6 | 8.6 | 10.6 | |
| UniAD + EWC2025.02 | 79.6 | 89 | 9.5 | 10.1 | |
| ControlNetDM-based=true2025.02 | 79.2 | 89.6 | 13.9 | 7.3 |