Paper | Code | Chamfer Distance | ModelName | ReleaseDate |
---|---|---|---|---|
TopNet: Structural Point Cloud Decoder | ✓ Link | 14.25(?) | TopNet | 2019-06-01 |
PCN: Point Completion Network | ✓ Link | 18.22(?) | PCN | 2018-08-02 |
GRNet: Gridding Residual Network for Dense Point Cloud Completion | ✓ Link | 10.64(CD-L2) | GRNet | 2020-06-06 |
AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation | ✓ Link | 17.77(?) | AtlasNet | 2018-02-15 |
Variational Relational Point Completion Network | ✓ Link | 8.12(CD-L2) | VRCNet | 2021-04-20 |
PMP-Net++: Point Cloud Completion by Transformer-Enhanced Multi-step Point Moving Paths | ✓ Link | 7.97(CD-L2) | PMP-Net++ | 2022-02-19 |
SeedFormer: Patch Seeds based Point Cloud Completion with Upsample Transformer | ✓ Link | 6.74(PCN dataset) | SeedFormer | 2022-07-21 |