Image-level Anomaly Detection on MVTec 2-shot (test)
95.7AUROCPromptAD
Evaluation results
| Method | Links | |
|---|---|---|
| PromptADCLIP-based=true2024.04 | 95.7 | |
| WinCLIP++Public=CVPR 2023, CLIP-based=true2024.04 | 94.4 | |
| RWDA+Public=BMVC'2023, CLIP-based=true2024.04 | 94 | |
| FastRconPublic=ICCV'2023, CLIP-based=false2024.04 | 91 | |
| PatchCorePublic=CVPR 2022, CLIP-based=false2024.04 | 86.3 | |
| SPADEPublic=arXiv'2020, CLIP-based=false2024.04 | 82.9 | |
| PaDiMPublic=ICPR'2020, CLIP-based=false2024.04 | 78.9 |