Point cloud upsampling on PU1K (test)
0.886CD (x10^-4)Parametric Surface Constrained Upsampler
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Parametric Surface Constrained Upsampler2023.03 | 0.886 | 1.091 | 1.4 | 2.85 | 5.06 | 7.95 | — | |
| PU-GCN2023.03 | 1.151 | 2.504 | 1.95 | 3.97 | 6.83 | 10.63 | — | |
| EAR2023.03 | 1.449 | 3.314 | 1.82 | 3.68 | 6.51 | 9.92 | — | |
| 3PU2023.03 | 1.461 | 3.559 | 1.99 | 4.12 | 7.23 | 11.04 | — | |
| PU-Net2023.03 | 1.751 | 4.847 | 2.07 | 4.24 | 7.54 | 11.78 | — | |
| PUDMUpsampling Rate=4x2023.12 | 2,170 | 1,477 | — | — | — | — | 2.164 | |
| Grad-PUUpsampling Rate=4x2023.12 | 4,040 | 1,474 | — | — | — | — | 3.732 | |
| PU-GCNUpsampling Rate=4x2023.12 | 5,850 | 2,499 | — | — | — | — | 7.577 | |
| MPUUpsampling Rate=4x2023.12 | 9,350 | 3,511 | — | — | — | — | 13.327 | |
| PU-NetUpsampling Rate=4x2023.12 | 11,550 | 4,834 | — | — | — | — | 15.17 |