ShapeNetPart
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Part Segmentation | ShapeNetPart (test) | mIoU (Inst.)87.5 | 312 | |
| Point Cloud Generation | ShapeNetPart Chair (test) | 1-NNA (Chamfer Distance)51.6 | 13 | |
| Point Cloud Generation | ShapeNetPart Car (test) | 1-NNA (CD)72.3 | 13 | |
| Point Cloud Generation | ShapeNetPart Airplane (test) | 1-NNA (CD)63.3 | 13 | |
| 3D Anomaly Detection | ShapeNetPart (test) | Airplane AUC99.75 | 9 | |
| Part segmentation | ShapeNetPart (train test) | mIoU85.5 | 9 | |
| Part Segmentation | ShapeNetPart 6 (test) | mIoU (Class)84.9 | 7 | |
| Part Segmentation | ShapeNetPart 66 (test) | mIoU (Category)84.4 | 7 | |
| 3D Part Segmentation | ShapeNetPart full labels | mIoU (Instance)86.3 | 6 | |
| Part Segmentation | ShapeNetPart 51 (test) | mIoU56.9 | 6 | |
| 3D Part Segmentation | ShapeNetPart (1% labels) | Instance mIoU80 | 5 | |
| Point cloud part segmentation | ShapeNetPart 52 (test) | mIoU (Cls)84.7 | 4 | |
| Part segmentation | ShapeNetPart v2 (val) | Metric- | 0 |
Showing 13 of 13 rows