Point Cloud Upsampling on PU-Net Point Cloud Dataset 16x scale
1.56NUC (p=0.2%)PU-DR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PU-DRScale Type=Fixed Scale2022.04 | 1.56 | 1.38 | 1.32 | 1.29 | 1.28 | |
| SSASScale Type=Arbitrary Scale2022.04 | 1.75 | 1.51 | 1.41 | 1.36 | 1.33 | |
| PU-GANScale Type=Fixed Scale2022.04 | 1.79 | 1.57 | 1.48 | 1.44 | 1.41 | |
| MPUScale Type=Fixed Scale2022.04 | 2.3 | 1.96 | 1.82 | 1.73 | 1.69 | |
| PU-GCNScale Type=Fixed Scale2022.04 | 2.42 | 2.07 | 1.91 | 1.82 | 1.76 | |
| PU-NetScale Type=Fixed Scale2022.04 | 2.86 | 2.42 | 2.22 | 2.1 | 2.02 | |
| Meta-PUScale Type=Arbitrary Scale2022.04 | 3.27 | 2.51 | 2.14 | 1.93 | 1.79 |