Point Cloud Upsampling on PU-GAN high-level random noise r=0.05 4x upsampling (test)
0.998Chamfer Distance (CD)PUDM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PUDMUpsampling Scale=4x2023.12 | 0.998 | 6.11 | 17.558 | |
| Dis-PUUpsampling Scale=4x2023.12 | 1.006 | 6.856 | 17.873 | |
| PU-EVAUpsampling Scale=4x2023.12 | 1.024 | 7.534 | 18.179 | |
| PU-GANUpsampling Scale=4x2023.12 | 1.034 | 7.757 | 18.617 | |
| PU-GCNUpsampling Scale=4x2023.12 | 1.045 | 9.643 | 18.899 | |
| NePSUpsampling Scale=4x2023.12 | 1.048 | 7.345 | 18.054 | |
| Grad-PUUpsampling Scale=4x2023.12 | 1.067 | 6.634 | 17.734 | |
| MPUUpsampling Scale=4x2023.12 | 1.224 | 10.842 | 20.456 | |
| PU-NetUpsampling Scale=4x2023.12 | 1.49 | 14.473 | 23.223 |