Anomaly Localization on MVTec3D
99.5P-AUROC3DSR
Evaluation Results
| Method | Links | |
|---|---|---|
| 3DSRModality=3D+RGB2023.11 | 99.5 | |
| PatchCore + FPFHModality=3D+RGB2023.11 | 99.2 | |
| M3DMModality=3D+RGB2023.11 | 99.2 | |
| WT-Flowscale=single-scale2025.08 | 98.6 | |
| RD2025.08 | 98.4 | |
| ResADSetting=4-shot, Backbone=CLIP, Resolution=224x2242024.10 | 97.9 | |
| ASTModality=3D+RGB2023.11 | 97.6 | |
| ResADSetting=2-shot, Backbone=CLIP, Resolution=224x2242024.10 | 97.5 | |
| ResADSetting=4-shot, Backbone=WideResNet50, Resolution=224x2242024.10 | 97.3 | |
| WinCLIPSetting=4-shot, Backbone=CLIP, Resolution=224x2242024.10 | 97 | |
| WinCLIPSetting=2-shot, Backbone=CLIP, Resolution=224x2242024.10 | 96.8 | |
| RegADSetting=4-shot, Backbone=WideResNet50, Resolution=224x2242024.10 | 96.7 | |
| UniAD2025.08 | 96.5 | |
| RegADSetting=2-shot, Backbone=WideResNet50, Resolution=224x2242024.10 | 96.4 | |
| DiAD2025.08 | 96.4 | |
| MSFlowscale=multi-scale2025.08 | 96.3 | |
| ResADSetting=2-shot, Backbone=WideResNet50, Resolution=224x2242024.10 | 95.4 | |
| DeSTSeg2025.08 | 95.1 | |
| PaDiMSetting=4-shot, Backbone=WideResNet50, Resolution=224x2242024.10 | 94.5 | |
| PaDiMSetting=2-shot, Backbone=WideResNet50, Resolution=224x2242024.10 | 94.3 | |
| SimpleNet2025.08 | 93.6 | |
| RDADSetting=2-shot, Backbone=WideResNet50, Resolution=224x2242024.10 | 90.4 | |
| RDADSetting=4-shot, Backbone=WideResNet50, Resolution=224x2242024.10 | 90.4 | |
| UniADSetting=2-shot, Backbone=WideResNet50, Resolution=224x2242024.10 | 89.4 | |
| UniADSetting=4-shot, Backbone=WideResNet50, Resolution=224x2242024.10 | 89.4 | |
| rFMscale=single-scale2025.08 | 88.3 | |
| PatchCoreSetting=4-shot, Backbone=WideResNet50, Resolution=224x2242024.10 | 87.1 | |
| PatchCoreSetting=2-shot, Backbone=WideResNet50, Resolution=224x2242024.10 | 83.4 | |
| SPADESetting=2-shot, Backbone=WideResNet50, Resolution=224x2242024.10 | 78.6 | |
| SPADESetting=4-shot, Backbone=WideResNet50, Resolution=224x2242024.10 | 78.6 |