Point Cloud Generation on ShapeNet
Metric: Chamfer Distance (lower is better)
Metric: Chamfer Distance (lower is better)
| # | Model↕ | Chamfer Distance▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ODGNet | 6.5 | No | - | - | Code |
| 2 | AdaPoinTr | 6.53 | No | AdaPoinTr: Diverse Point Cloud Completion with A... | 2023-01-11 | Code |
| 3 | PSCU | 7.04 | No | Parametric Surface Constrained Upsampler Network... | 2023-03-14 | Code |
| 4 | GTNet | 7.15 | No | - | - | Code |
| 5 | SnowFlakeNet | 7.21 | No | Snowflake Point Deconvolution for Point Cloud Co... | 2022-02-18 | Code |
| 6 | GRNet | 8.81 | No | GRNet: Gridding Residual Network for Dense Point... | 2020-06-06 | Code |
| 7 | PCN | 9.636 | No | PCN: Point Completion Network | 2018-08-02 | Code |
| 8 | MSN | 9.969 | No | Morphing and Sampling Network for Dense Point Cl... | 2019-11-30 | Code |
| 9 | TestNet | 100 | Yes | Pointer Networks | 2015-06-09 | Code |