| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| 3D-EPN (test) | Structured Latent Space | CD3.5 | 36 | 4d ago | |
| MVP 1.0 (test) | VRCNet | CD3.12 | 24 | 4d ago | |
| ShapeNet | GRNet | Average CD2.723 | 13 | 4d ago | |
| ScanNet Chair real scans | pcl2pcl | UCD17.3 | 10 | 4d ago | |
| ShapeNet High Scan Ambiguity | OccNet | Chamfer Distance2.79 | 8 | 4d ago | |
| ShapeNet Low Scan Ambiguity | ShapeFormer | CD0.73 | 8 | 4d ago | |
| multi-view partial (MVP) 16,384 points (test) | VRCNet | airplane92.8 | 8 | 4d ago | |
| Building-PCC | CD (L2)2.78 | 7 | 4d ago | ||
| Building3D | OCCDiff | CD L23.2 | 7 | 4d ago | |
| ShapeNet v1 (test) | PoinTr | UHD0.0536 | 6 | 4d ago | |
| PartNet | Structured Latent Space | MMD (Chair)1.43 | 5 | 4d ago | |
| CRN benchmark | Structured Latent Space | Plane CD3.9 | 4 | 4d ago | |
| BuildingNet | SDFusion | UHD0.1116 | 3 | 4d ago | |
| ShapeNet (test) | SDFusion | UHD0.0557 | 3 | 4d ago | |
| PartNet (test) | Ours | MMD1.32 | 3 | 4d ago | |
| ShapeNet table category | OctField | Chamfer Distance (CD)4.4 | 3 | 4d ago | |
| KITTI Car (real scans) | ShapeInversion | UCD2.9 | 3 | 4d ago | |
| MatterPort3D Table (real scans) | ShapeInversion | UCD3.1 | 3 | 4d ago | |
| MatterPort3D Chair real scans | ShapeInversion | UCD3.6 | 3 | 4d ago | |
| ScanNet Table (real scans) | ShapeInversion | UCD3.3 | 3 | 4d ago |
