Anomaly Localization on SIPCBA-500
98.67AUROCHiSIR-Net
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HiSIR-NetBackbone=SwinUNet, Time (s/img)=2.782025.12 | 98.67 | 95.12 | |
| HiSIR-NetBackbone=ResNet, Time (s/img)=3.252025.12 | 89.32 | 79.21 | |
| RIADTime (s/img)=24.12025.12 | 86.27 | 78.38 | |
| EfficientADTime (s/img)=12.82025.12 | 86.11 | 78.35 | |
| PatchCoreTime (s/img)=93.12025.12 | 84.63 | 74.94 | |
| GLASSTime (s/img)=38.72025.12 | 83.53 | 73.32 | |
| PatchSVDDTime (s/img)=81.92025.12 | 82.96 | 69.58 | |
| PaDiMTime (s/img)=21.32025.12 | 76.28 | 69.87 | |
| ASTTime (s/img)=137.72025.12 | 69.56 | 62.13 |