Real3D-AD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 3D Anomaly Detection | Real3D-AD | Average O-AUROC0.809 | 56 | |
| Object-level Anomaly Detection | Real3D-AD 1.0 (test) | Airplane88.2 | 53 | |
| 3D Anomaly Detection | Real3D-AD (test) | Airplane88.2 | 38 | |
| Object-level 3D Anomaly Detection | Real3D-AD | Airplane88.2 | 25 | |
| 3D Anomaly Localization | Real3D-AD | Airplane77.7 | 21 | |
| Object Anomaly Detection | Real3D-AD Four Sample per class 1.0 | Object AUROC99.63 | 17 | |
| Object Anomaly Detection | Real3D-AD Two Sample per class 1.0 | Object AUROC99.59 | 17 | |
| Object-level Anomaly Detection | Real3D-AD (test) | Airplane88.2 | 17 | |
| Point-level 3D Anomaly Detection | Real3D-AD (test) | Airplane Score75.3 | 12 | |
| Pixel-level Anomaly Localization | Real3D-AD 1.0 (test) | Airplane0.738 | 11 | |
| Anomaly Localization | Real3D-AD 1.0 (test) | Airplane Score75.9 | 10 | |
| Anomaly Detection | Real3D-AD (test) | Airplane Score88.2 | 9 | |
| 3D Anomaly Detection | Real3D-AD v1 (test) | Airplane Score0.753 | 9 | |
| Anomaly Detection | Real3D-AD 1.0 (test) | Airplane88.2 | 8 | |
| Point-level Anomaly Localization | Real3D-AD Average | AUROC (point-level)72.2 | 8 | |
| Point-level Anomaly Detection | Real3D-AD | AUPR (Average)12.9 | 8 | |
| Anomaly Localization | Real3D-AD (test) | P-AUROC (Airplane)0.753 | 7 |
Showing 17 of 17 rows