Continual Image Anomaly Detection on MVTec 7-1 x 8 with 8 Steps scenario
84.1A-AUROCHF-OLB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HF-OLBCategory=LoRA-based2026.06 | 84.1 | 3.8 | |
| CDADVenue=CVPR 25, Category=Diffusion-based2026.06 | 83.5 | 6 | |
| ReplayCADVenue=IJCAI 25, Category=Diffusion-based2026.06 | 83.3 | 8.5 | |
| Seq-SD-CLLoRAVenue=CVPR 25, Category=LoRA-based2026.06 | 77.1 | 6.5 | |
| IUFVenue=ECCV 242026.06 | 76.8 | 10.2 | |
| UCADVenue=AAAI 242026.06 | 75.6 | 12.1 | |
| MambaADVenue=NeurIPS 242026.06 | 72.3 | 21.4 | |
| Seq-SD-LoRAVenue=ICLR 22, Category=LoRA-based2026.06 | 68.1 | 19.7 |