Metric: Chamfer Distance (lower is better)
| # | Model↕ | Chamfer Distance▲ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | FS-SDF | 0.28 | No | Few 'Zero Level Set'-Shot Learning of Shape Sign... | 2022-07-09 | Code |
| 2 | MD-GON | 0.29 | No | Mixing-Denoising Generalizable Occupancy Networks | 2023-11-20 | - |
| 3 | POCO | 0.3 | No | POCO: Point Convolution for Surface Reconstruction | 2022-01-05 | Code |
| 4 | DP-ConvONet | 0.42 | No | Dynamic Plane Convolutional Occupancy Networks | 2020-11-11 | Code |
| 5 | ConvONet | 0.45 | No | Dynamic Plane Convolutional Occupancy Networks | 2020-11-11 | Code |
| 6 | ONet | 0.87 | No | Dynamic Plane Convolutional Occupancy Networks | 2020-11-11 | Code |