Point-level 3D shape anomaly detection on Industry dataset
78.1Hull AUC-ROCHierarchical Point-Patch Fusion
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Hierarchical Point-Patch Fusion2026.04 | 78.1 | 67.8 | 64.3 | 75.6 | 82.3 | 85.9 | 89.5 | 61.2 | 75.6 | |
| ISMP2026.04 | 68.4 | 53.5 | 35.8 | 51.1 | 60.3 | 57.9 | 49.9 | 37.2 | 51.8 | |
| PO3AD2026.04 | 36.5 | 21.6 | 25.3 | 18.2 | 5.9 | 7.8 | 5.1 | 30.9 | 18.9 | |
| R3D-AD2026.04 | 19.1 | — | — | — | 20.8 | — | — | — | 20 |