Table 2. Quantitative comparisons of AA-CLIP and our framework on industrial domain datasets (MVTec-AD and VisA) and medical domain datasets (Clinic DB).
| Method | MVTec-AD |
| Image-level | Pixel-level |
| AUROC | AP | AUROC | AP |
| AA-CLIP [6] | 99.2 | 99.6 | 99.6 | 86.3 |
| AA-CLIP+ our framework | 99.5 | 99.7 | 99.5 | 86.5 |