Rgb 3D Anomaly Detection And Segmentation On
Metrics
Detection AUCROC
Segmentation AUPRO
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | Detection AUCROC | Segmentation AUPRO |
|---|---|---|
| the-mvtec-3d-ad-dataset-for-unsupervised-3d | 0.517 | 0.639 |
| an-empirical-investigation-of-3d-anomaly | 0.865 | 0.959 |
| shape-guided-shape-guided-dual-memory | 0.947 | 0.976 |
| cheating-depth-enhancing-3d-surface-anomaly | 0.978 | 0.972 |
| the-mvtec-3d-ad-dataset-for-unsupervised-3d | 0.538 | 0.564 |
| the-mvtec-3d-ad-dataset-for-unsupervised-3d | 0.609 | 0.471 |
| multimodal-industrial-anomaly-detection-via | 0.945 | 0.964 |
| asymmetric-student-teacher-networks-for | 0.937 | - |
| transfusion-a-transparency-based-diffusion | 0.982 | 0.983 |