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Point Cloud Completion On Completion3D
Metrics
Chamfer Distance
Results
Performance results of various models on this benchmark
| Paper Title | Repository | ||
|---|---|---|---|
| PCN | 18.22(?) | PCN: Point Completion Network | |
| AtlasNet | 17.77(?) | AtlasNet: A Papier-M\^ach\'e Approach to Learning 3D Surface Generation | |
| TopNet | 14.25(?) | TopNet: Structural Point Cloud Decoder | - |
| GRNet | 10.64(CD-L2) | GRNet: Gridding Residual Network for Dense Point Cloud Completion | |
| VRCNet | 8.12(CD-L2) | Variational Relational Point Completion Network | |
| PMP-Net++ | 7.97(CD-L2) | PMP-Net++: Point Cloud Completion by Transformer-Enhanced Multi-step Point Moving Paths | |
| SeedFormer | 6.74(PCN dataset) | SeedFormer: Patch Seeds based Point Cloud Completion with Upsample Transformer |
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