Point Cloud Upsampling on PU-Net Point Cloud Dataset 4x scale
1.72NUC (p=0.2%)SSAS
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SSASScale Type=Arbitrary Scale2022.04 | 1.72 | 1.4 | 1.27 | 1.21 | 1.19 | |
| PU-DRScale Type=Fixed Scale2022.04 | 1.77 | 1.46 | 1.34 | 1.28 | 1.24 | |
| PU-GCNScale Type=Fixed Scale2022.04 | 2.4 | 1.93 | 1.72 | 1.61 | 1.54 | |
| PU-GANScale Type=Fixed Scale2022.04 | 2.45 | 1.94 | 1.73 | 1.62 | 1.56 | |
| Meta-PUScale Type=Arbitrary Scale2022.04 | 2.5 | 1.87 | 1.6 | 1.45 | 1.37 | |
| MPUScale Type=Fixed Scale2022.04 | 2.53 | 2.03 | 1.8 | 1.67 | 1.59 | |
| PU-NetScale Type=Fixed Scale2022.04 | 2.72 | 2.19 | 1.97 | 1.84 | 1.76 |