Anomaly Detection on MVTec AD few-shot
97AUROCLogSAD
Evaluation results
| Method | Links | |
|---|---|---|
| LogSADShots=42025.03 | 97 | |
| PromptADShots=42025.03 | 96.6 | |
| LogSADShots=22025.03 | 96.5 | |
| AnomalyGPTShots=42025.03 | 96.3 | |
| LogSADShots=12025.03 | 96.1 | |
| PromptADShots=22025.03 | 95.7 | |
| AnomalyGPTShots=22025.03 | 95.5 | |
| WinCLIP+Shots=42025.03 | 95.2 | |
| PromptADShots=12025.03 | 94.6 | |
| WinCLIP+Shots=22025.03 | 94.4 | |
| AnomalyGPTShots=12025.03 | 94.1 | |
| WinCLIP+Shots=12025.03 | 93.1 | |
| CRADSetting=4-shot2024.02 | 92.4 | |
| PatchCoreSetting=4-shot2024.02 | 89.3 | |
| PatchCoreShots=42025.03 | 88.8 | |
| CRADSetting=2-shot2024.02 | 88.2 | |
| PatchCoreSetting=2-shot2024.02 | 87.5 | |
| PatchCoreShots=22025.03 | 86.3 | |
| SPADEShots=42025.03 | 84.8 | |
| UniADSetting=4-shot2024.02 | 83.6 | |
| PatchCoreShots=12025.03 | 83.4 | |
| CRADSetting=1-shot2024.02 | 83.3 | |
| SPADEShots=22025.03 | 82.9 | |
| PatchCoreSetting=1-shot2024.02 | 82.7 | |
| UniADSetting=2-shot2024.02 | 82.2 | |
| SPADEShots=12025.03 | 81 | |
| PaDiMShots=42025.03 | 80.4 | |
| UniADSetting=1-shot2024.02 | 80.3 | |
| PaDiMShots=22025.03 | 78.9 | |
| PaDiMShots=12025.03 | 76.6 |