| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ShapeNet (test) | Pixel2Mesh | Mean IoU0.7419 | 80 | 4d ago | |
| HO-3D (test) | UNISURF | RMSE Hausdorff Distance (mm)1.54 | 44 | 4d ago | |
| ShapeNet Cars (test) | Pix2Vox++/A | IoU84.3 | 20 | 4d ago | |
| ShapeNet 32^3 resolution (test) | Pix2Vox++/F | Parameters (M)4.83 | 20 | 4d ago | |
| ShapeNet | Michelangelo | IoU (airplane)0.966 | 11 | 4d ago | |
| Things3D | IM-Net | mIoU (chair)0.462 | 10 | 4d ago | |
| OmniObject3D | SF3D | Chamfer Distance (CD)0.09 | 7 | 4d ago | |
| GSO | SF3D | CD0.098 | 7 | 4d ago | |
| Pix3D Table | BDM-B | CD186.46 | 6 | 4d ago | |
| Pix3D Sofa | BDM-M | CD44.5 | 6 | 4d ago | |
| CO3D 10 held-out categories v2 | PC2 | Accuracy34.2 | 6 | 4d ago | |
| BEHAVE (test) | BundleSDF | Chamfer Distance (cm)4.66 | 6 | 4d ago | |
| ShapeNet 12 (test) | NKRR (Ours) | Chair Score0.99 | 5 | 4d ago | |
| ShapeNet v1 (test) | NKRR | IoU (Chair)91 | 5 | 4d ago | |
| Pix3D (test) | Ours | bed4.11 | 4 | 4d ago | |
| HO3D (test) | ForeHOI | CD (cm)0.79 | 4 | 4d ago | |
| ObMan | DDF-HO | F-5 Score55 | 4 | 4d ago | |
| ShapeNet 5 unseen classes | IMLSNet | CD0.034 | 4 | 4d ago | |
| HOT3D (test) | ForeHOI | CD (cm)1.03 | 3 | 4d ago | |
| Replica | PHYRECON | CD3.86 | 3 | 4d ago | |
| ScanNet | PHYRECON | CD7.92 | 3 | 4d ago | |
| ScanNet++ | PHYRECON | CD3.28 | 3 | 4d ago | |
| BEHAVE | Ours | v2v Distance (cm)21.2 | 3 | 4d ago | |
| DataHSP | MVD | IoU (Car)72.7 | 3 | 4d ago | |
| Data3D-R2N2 | MVD | Car Accuracy80.7 | 3 | 4d ago |
