Anomaly Localization on MVTec AD few-shot
97.6AUROCLogSAD
Evaluation Results
| Method | Links | |
|---|---|---|
| LogSADShots=42025.03 | 97.6 | |
| LogSADShots=22025.03 | 97.3 | |
| LogSADShots=12025.03 | 97 | |
| PromptADShots=42025.03 | 96.5 | |
| CRADSetting=4-shot2024.02 | 96.2 | |
| WinCLIP+Shots=42025.03 | 96.2 | |
| AnomalyGPTShots=42025.03 | 96.2 | |
| PromptADShots=22025.03 | 96.2 | |
| WinCLIP+Shots=22025.03 | 96 | |
| PromptADShots=12025.03 | 95.9 | |
| AnomalyGPTShots=22025.03 | 95.6 | |
| AnomalyGPTShots=12025.03 | 95.3 | |
| WinCLIP+Shots=12025.03 | 95.2 | |
| CRADSetting=2-shot2024.02 | 95.1 | |
| PatchCoreSetting=4-shot2024.02 | 94.6 | |
| PatchCoreShots=42025.03 | 94.3 | |
| PatchCoreSetting=2-shot2024.02 | 93.8 | |
| PatchCoreShots=22025.03 | 93.3 | |
| UniADSetting=4-shot2024.02 | 93.1 | |
| SPADEShots=42025.03 | 92.7 | |
| PaDiMShots=42025.03 | 92.6 | |
| UniADSetting=2-shot2024.02 | 92.4 | |
| CRADSetting=1-shot2024.02 | 92.2 | |
| SPADEShots=22025.03 | 92 | |
| PatchCoreShots=12025.03 | 92 | |
| PatchCoreSetting=1-shot2024.02 | 91.8 | |
| PaDiMShots=22025.03 | 91.3 | |
| UniADSetting=1-shot2024.02 | 91.2 | |
| SPADEShots=12025.03 | 91.2 | |
| PaDiMShots=12025.03 | 89.3 |