Continual Image Anomaly Detection on MVTec 14-1 with 1 Step scenario
95.1A-AUROCReplayCAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ReplayCADVenue=IJCAI 25, Category=Diffusion-based2026.06 | 95.1 | 0.2 | |
| CDADVenue=CVPR 25, Category=Diffusion-based2026.06 | 94.9 | -0.2 | |
| IUFVenue=ECCV 242026.06 | 94.2 | 1.8 | |
| HF-OLBCategory=LoRA-based2026.06 | 93 | 0.1 | |
| UCADVenue=AAAI 242026.06 | 92.1 | 2.3 | |
| Seq-SD-CLLoRAVenue=CVPR 25, Category=LoRA-based2026.06 | 89.5 | 2.9 | |
| Seq-SD-LoRAVenue=ICLR 22, Category=LoRA-based2026.06 | 85.8 | 4.7 | |
| MambaADVenue=NeurIPS 242026.06 | 80.5 | 10.8 |