Image-level Anomaly Detection on MVTec 1-shot (test)
94.6AUROCPromptAD
Evaluation Results
| Method | Links | |
|---|---|---|
| PromptADCLIP-based=true2024.04 | 94.6 | |
| RWDA+Public=BMVC'2023, CLIP-based=true2024.04 | 93.3 | |
| WinCLIP++Public=CVPR 2023, CLIP-based=true2024.04 | 93.1 | |
| PatchCorePublic=CVPR 2022, CLIP-based=false2024.04 | 83.4 | |
| SPADEPublic=arXiv'2020, CLIP-based=false2024.04 | 81 | |
| PaDiMPublic=ICPR'2020, CLIP-based=false2024.04 | 76.6 |