Continual Pixel Anomaly Detection on MVTec 14-1 with 1 Step scenario
95.6A-AUROCCDAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CDADVenue=CVPR 25, Category=Diffusion-based2026.06 | 95.6 | -0.1 | |
| IUFVenue=ECCV 242026.06 | 95.5 | 1.5 | |
| ReplayCADVenue=IJCAI 25, Category=Diffusion-based2026.06 | 95.3 | 0.1 | |
| UCADVenue=AAAI 242026.06 | 94.4 | 1.9 | |
| HF-OLBCategory=LoRA-based2026.06 | 93.8 | 0.1 | |
| Seq-SD-CLLoRAVenue=CVPR 25, Category=LoRA-based2026.06 | 90.4 | 2.6 | |
| Seq-SD-LoRAVenue=ICLR 22, Category=LoRA-based2026.06 | 86.8 | 4.3 |