Anomaly Detection Performance and Speed on MVTec AD 1.0 (test)
93.7AUCPatchCoreLite
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PatchCoreLiteBackbone=ResNet-182026.01 | 93.7 | 96.9 | 7.7 | |
| PaDiMBackbone=ResNet-182026.01 | 89.4 | 94.3 | 21.7 | |
| D3R-MSE2026.01 | 72 | 86.7 | 21.5 | |
| AE-MSE2026.01 | 70.8 | 85.9 | 19.8 | |
| D3R-FFT2026.01 | 70.6 | 86.7 | 20.3 | |
| D3R-FFT-SSIM2026.01 | 65.7 | 84 | 20.5 | |
| STFPMBackbone=ResNet-182026.01 | 59.9 | 79.7 | 20.7 |