Image-level Anomaly Detection on MVTec 4-shot (test)
96.6AUROCPromptAD
Evaluation Results
| Method | Links | |
|---|---|---|
| PromptADCLIP-based=true2024.04 | 96.6 | |
| WinCLIP++Public=CVPR 2023, CLIP-based=true2024.04 | 95.2 | |
| RWDA+Public=BMVC'2023, CLIP-based=true2024.04 | 94.5 | |
| FastRconPublic=ICCV'2023, CLIP-based=false2024.04 | 94.2 | |
| PatchCorePublic=CVPR 2022, CLIP-based=false2024.04 | 88.8 | |
| SPADEPublic=arXiv'2020, CLIP-based=false2024.04 | 84.8 | |
| PaDiMPublic=ICPR'2020, CLIP-based=false2024.04 | 80.4 |