Image-level Anomaly Detection on VisA 1-shot (test)
0.869AUROCPromptAD
Evaluation Results
| Method | Links | |
|---|---|---|
| PromptADCLIP-based=true2024.04 | 0.869 | |
| WinCLIP++Public=CVPR 2023, CLIP-based=true2024.04 | 0.838 | |
| RWDA+Public=BMVC'2023, CLIP-based=true2024.04 | 0.834 | |
| PatchCorePublic=CVPR 2022, CLIP-based=false2024.04 | 0.799 | |
| SPADEPublic=arXiv'2020, CLIP-based=false2024.04 | 0.795 | |
| PaDiMPublic=ICPR'2020, CLIP-based=false2024.04 | 0.628 |