Anomaly Detection on MVTec-AD 2-shot
97.3AUROCRAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RADBackbone=DINOv3-B, #Params=86M, Training-free=true2026.01 | 97.3 | 93 | |
| IIPADBackbone=CLIP-L, #Params=300M, Training-free=false2026.01 | 96.7 | 90.3 | |
| WinCLIPBackbone=CLIP-B, #Params=188M, Training-free=false2026.01 | 92.4 | 83.9 | |
| PromptADBackbone=CLIP-L, #Params=300M, Training-free=false2026.01 | 92.2 | 84.3 | |
| PatchCoreBackbone=ResNet-50, #Params=69M, Training-free=false2026.01 | 89.6 | 74.2 | |
| SPADEBackbone=ResNet-50, #Params=69M, Training-free=false2026.01 | 61.2 | 54.7 |