Continual Anomaly Detection on MVTec 10 - 5 with 1 Step (test)
94.2Image-level A-AUROCCDAD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CDADDM-based=true2025.02 | 94.2 | 95.3 | 2.05 | 2.4 | |
| ControlNetDM-based=true2025.02 | 92.7 | 93.8 | 2.9 | 4 | |
| IUF2025.02 | 92.2 | 94.4 | 9.3 | 4.3 | |
| DiADDM-based=true2025.02 | 91.9 | 93.9 | 3.2 | 3.9 | |
| UniAD + EWC2025.02 | 90.5 | 93.6 | 7.3 | 4.2 | |
| UCADMemory-limited=true2025.02 | 88.7 | 93.1 | 5.2 | 3.7 | |
| UniAD + LVT2025.02 | 87.1 | 90.6 | 14.1 | 12.3 | |
| UniAD + MAS2025.02 | 86.8 | 91 | 14.9 | 11.6 | |
| UniAD2025.02 | 86.7 | 91.5 | 14.9 | 10.6 | |
| UniAD + SI2025.02 | 84.1 | 88.3 | 20.2 | 17 |