| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ShapeNet | Pix2Vox-A | pla68.4 | 20 | 1mo ago | |
| BUFF (test) | PIFuHD (ML-PIFu, alternate) | Normal Error0.133 | 6 | 1mo ago | |
| RenderPeople (test) | PIFuHD with normals | Normal Error0.107 | 6 | 1mo ago | |
| ShapeNet (test) | SDC | Chamfer Distance9.1 | 6 | 1mo ago | |
| Real capture 5 random views 1.0 (test) | Forward | PSNR29.42 | 6 | 1mo ago | |
| Pix3D | SDFusion | CD1.852 | 5 | 1mo ago | |
| Residential about 0.3m baseline | CylinderSplat | PCC0.805 | 4 | 1mo ago | |
| Replica 1.0m baseline | CylinderSplat | PCC0.864 | 4 | 1mo ago | |
| Matterport3D 1.0m baseline | CylinderSplat | PCC0.903 | 4 | 1mo ago | |
| Matterport3D 1.5m baseline | CylinderSplat | PCC0.856 | 4 | 1mo ago | |
| Matterport3D 2.0m baseline | CylinderSplat | PCC0.821 | 4 | 1mo ago | |
| CO3D Teddybear (held-out target view) | SPARSEGEN | PSNR19.005 | 2 | 3d ago | |
| CO3D Hydrant (held-out target view) | SPARSEGEN | PSNR20.366 | 2 | 3d ago | |
| Our binary shadow dataset synthetic (test) | ShadowNeuS | Depth L10.187 | 2 | 1mo ago | |
| DeepShadow dataset (test) | ShadowNeuS | Depth L10.0135 | 2 | 1mo ago |
