Anomaly Detection on MPDD few-shot
87.2Image AUROCPromptAD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PromptADShot=4-shot2024.04 | 87.2 | 97.3 | |
| PromptADShot=2-shot2024.04 | 85.3 | 97.2 | |
| PromptADShot=1-shot2024.04 | 80.7 | 96.2 | |
| PatchCoreShot=4-shot2024.04 | 79.9 | 79.8 | |
| WinCLIP+Shot=4-shot2024.04 | 75.2 | 96 | |
| WinCLIP+Shot=2-shot2024.04 | 69.3 | 94.7 | |
| WinCLIP+Shot=1-shot2024.04 | 68.2 | 92.6 | |
| PatchCoreShot=2-shot2024.04 | 59.6 | 79.2 | |
| PatchCoreShot=1-shot2024.04 | 59.2 | 78.5 |