Metric: CD (higher is better)
| # | Model↕ | CD▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | AtlasNet | 0.125 | No | AtlasNet: A Papier-Mâché Approach to Learning 3D... | 2018-02-15 | Code |
| 2 | MarrNet extension (w/ Pose) | 0.119 | No | Pix3D: Dataset and Methods for Single-Image 3D S... | 2018-04-12 | Code |
| 3 | TMN | 0.0903 | No | Deep Mesh Reconstruction from Single RGB Images ... | 2019-09-01 | Code |
| 4 | MGN | 0.0836 | No | Total3DUnderstanding: Joint Layout, Object Pose ... | 2020-02-27 | Code |
| 5 | IM3D | 0.0672 | No | Holistic 3D Scene Understanding from a Single Im... | 2021-03-11 | Code |