Point Cloud Upsampling on PU-GAN high-level random noise r=0.1 4x upsampling (test)
1.31CDPUDM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PUDMUpsampling Scale=4x2023.12 | 1.31 | 6.732 | 20.564 | |
| Dis-PUUpsampling Scale=4x2023.12 | 1.314 | 7.463 | 20.98 | |
| NePSUpsampling Scale=4x2023.12 | 1.321 | 9.645 | 21.314 | |
| PU-GCNUpsampling Scale=4x2023.12 | 1.325 | 10.877 | 21.633 | |
| PU-GANUpsampling Scale=4x2023.12 | 1.327 | 9.7 | 21.321 | |
| PU-EVAUpsampling Scale=4x2023.12 | 1.334 | 8.056 | 21.158 | |
| Grad-PUUpsampling Scale=4x2023.12 | 1.399 | 7.215 | 21.028 | |
| MPUUpsampling Scale=4x2023.12 | 1.545 | 11.645 | 23.512 | |
| PU-NetUpsampling Scale=4x2023.12 | 1.725 | 15.442 | 25.251 |