Metric: IoU (higher is better)
| # | Model↕ | IoU▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MD-GON | 92.8 | No | Mixing-Denoising Generalizable Occupancy Networks | 2023-11-20 | - |
| 2 | POCO | 92.6 | No | POCO: Point Convolution for Surface Reconstruction | 2022-01-05 | Code |
| 3 | FS-SDF | 91.2 | No | Few 'Zero Level Set'-Shot Learning of Shape Sign... | 2022-07-09 | Code |
| 4 | DP-ConvONet | 89.5 | No | Dynamic Plane Convolutional Occupancy Networks | 2020-11-11 | Code |
| 5 | ConvONet | 88.4 | No | Dynamic Plane Convolutional Occupancy Networks | 2020-11-11 | Code |
| 6 | ONet | 76.1 | No | Dynamic Plane Convolutional Occupancy Networks | 2020-11-11 | Code |
| 7 | EVolT | 73.8 | No | Multi-view 3D Reconstruction with Transformer | 2021-03-24 | - |
| 8 | ZubicLio | 65.43 | No | An Effective Loss Function for Generating 3D Mod... | 2021-03-05 | Code |