Continual Image Anomaly Detection on MVTec 3 x 5 with 5 Steps scenario
88.5A-AUROCCDAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CDADVenue=CVPR 25, Category=Diffusion-based2026.06 | 88.5 | 4.7 | |
| ReplayCADVenue=IJCAI 25, Category=Diffusion-based2026.06 | 87 | 6.1 | |
| HF-OLBCategory=LoRA-based2026.06 | 86.7 | 3.3 | |
| IUFVenue=ECCV 242026.06 | 83.9 | 9.7 | |
| Seq-SD-CLLoRAVenue=CVPR 25, Category=LoRA-based2026.06 | 82.5 | 5.7 | |
| UCADVenue=AAAI 242026.06 | 81.8 | 10.4 | |
| MambaADVenue=NeurIPS 242026.06 | 75.8 | 15.6 | |
| Seq-SD-LoRAVenue=ICLR 22, Category=LoRA-based2026.06 | 71.5 | 13.4 |