Anomaly Detection and Localization on MVTec3D-RGB
90.6Image AUROCAAND
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AANDCategory=KD2024.05 | 90.6 | 99.2 | 97.5 | |
| RDVenue=CVPR’22, Category=KD, Baseline=true2024.05 | 88.5 | 99 | 96.7 | |
| FODVenue=ICCV’23, Category=Others2024.05 | 88.4 | 97.6 | — | |
| RD++Venue=CVPR’23, Category=KD2024.05 | 88.2 | 99 | 97.2 | |
| HGAD2024.03 | 87.1 | 97.7 | — | |
| HGADSetting=Unified case2024.03 | 87.1 | 97.7 | — | |
| DeSTSegVenue=CVPR’23, Category=KD2024.05 | 86.3 | 96.7 | 89.8 | |
| CFLowVenue=WACV’22, Category=Others2024.05 | 85.1 | 97.4 | — | |
| SimpleNetVenue=CVPR’23, Category=Others2024.05 | 84.1 | 96 | 88 | |
| UniAD2024.03 | 77.5 | 96.6 | — | |
| UniADSetting=Unified case2024.03 | 77.5 | 96.6 | — | |
| PaDiM2024.03 | 77.4 | 96.3 | — | |
| PaDiMSetting=Unified case2024.03 | 77.4 | 96.3 | — | |
| PatchcoreVenue=CVPR’22, Category=Others2024.05 | 77 | 96.6 | 87.6 | |
| PaDiMVenue=ICPR’21, Category=Others2024.05 | 76.4 | — | — | |
| DRAEMVenue=ICCV’21, Category=Others2024.05 | 75.7 | 97.6 | — | |
| PMAD2024.03 | 75.4 | 95.3 | — | |
| PMADSetting=Unified case2024.03 | 75.4 | 95.3 | — | |
| DRAEM2024.03 | 73.9 | 95.5 | — | |
| DRAEMSetting=Unified case2024.03 | 73.9 | 95.5 | — | |
| MKD2024.03 | 73.5 | 95.9 | — | |
| MKDSetting=Unified case2024.03 | 73.5 | 95.9 | — | |
| CFLOW2024.03 | 71.6 | 95.7 | — | |
| CFLOWSetting=Unified case2024.03 | 71.6 | 95.7 | — | |
| FastFlow2024.03 | 67.9 | 90.2 | — | |
| FastFlowSetting=Unified case2024.03 | 67.9 | 90.2 | — |