Image-level Anomaly Detection on VisA 4-shot (test)
0.891AUROCPromptAD
Evaluation Results
| Method | Links | |
|---|---|---|
| PromptADCLIP-based=true2024.04 | 0.891 | |
| WinCLIP++Public=CVPR 2023, CLIP-based=true2024.04 | 0.873 | |
| RWDA+Public=BMVC'2023, CLIP-based=true2024.04 | 0.866 | |
| PatchCorePublic=CVPR 2022, CLIP-based=false2024.04 | 0.853 | |
| SPADEPublic=arXiv'2020, CLIP-based=false2024.04 | 0.817 | |
| PaDiMPublic=ICPR'2020, CLIP-based=false2024.04 | 0.728 |