Continual Anomaly Detection on MVTec 14 - 1 with 1 Step (test)
96.4A-AUROC (Image-level)CDAD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CDADDM-based=true2025.02 | 96.4 | 96.6 | -0.57 | -0.04 | |
| IUF2025.02 | 96 | 96.3 | 1 | 0.6 | |
| UCADMemory-limited=true2025.02 | 93.8 | 95.7 | 1.8 | 0.3 | |
| DiADDM-based=true2025.02 | 93.5 | 96.5 | 1.7 | 0.1 | |
| UniAD + EWC2025.02 | 92.8 | 95.4 | 4.1 | 1.9 | |
| ControlNetDM-based=true2025.02 | 92.6 | 96.4 | 3.6 | 0.1 | |
| UniAD + MAS2025.02 | 85.8 | 89.6 | 18.1 | 13.3 | |
| UniAD2025.02 | 85.7 | 89.6 | 18.3 | 13.3 | |
| UniAD + SI2025.02 | 85.7 | 89.5 | 18.4 | 13.4 | |
| UniAD + LVT2025.02 | 80.4 | 86 | 29.1 | 20.6 |