Anomaly Detection on MVTec (test)
95.3Image-level AUROCPACKD
Evaluation results
| Method | Links | |
|---|---|---|
| PACKDShots=8, Backbone=WRN502025.12 | 95.3 | |
| PatchCoreShots=8, Backbone=WRN502025.12 | 94.3 | |
| RFRShots=8, Backbone=Res182025.12 | 91.9 | |
| PACKDShots=4, Backbone=WRN502025.12 | 91.6 | |
| RegADShots=8, Backbone=Res182025.12 | 91.2 | |
| CFAShots=8, Backbone=WRN502025.12 | 90.9 | |
| PACKDShots=2, Backbone=WRN502025.12 | 90.2 | |
| PatchCoreShots=4, Backbone=WRN502025.12 | 89.5 | |
| RFRShots=4, Backbone=Res182025.12 | 89.3 | |
| RegADShots=4, Backbone=Res182025.12 | 88.2 | |
| PatchCoreShots=2, Backbone=WRN502025.12 | 87.8 | |
| RFRShots=2, Backbone=Res182025.12 | 86.6 | |
| RegADShots=2, Backbone=Res182025.12 | 85.7 | |
| CFAShots=4, Backbone=WRN502025.12 | 85 | |
| CFAShots=2, Backbone=WRN502025.12 | 81.1 | |
| RD4ADShots=8, Backbone=WRN502025.12 | 78.5 | |
| RD4ADShots=4, Backbone=WRN502025.12 | 76.9 | |
| RD4ADShots=2, Backbone=WRN502025.12 | 75.5 |