Point Cloud Upsampling on Sketchfab (test)
1.8Size (Mb)PU-GCN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PU-GCNUpsampling Factor=4x, Batch Size=12021.12 | 1.8 | 0.012 | |
| Neural PointsUpsampling Factor=4x, Batch Size=12021.12 | 2.5 | 0.015 | |
| Neural PointsUpsampling Factor=16x, Batch Size=12021.12 | 2.5 | 0.017 | |
| PU-GCNUpsampling Factor=16x, Batch Size=12021.12 | 3 | 0.039 | |
| MAFUUpsampling Factor=4x, Batch Size=12021.12 | 4.7 | 0.014 | |
| MAFUUpsampling Factor=16x, Batch Size=12021.12 | 4.7 | 0.018 | |
| PU-GANUpsampling Factor=4x, Batch Size=12021.12 | 7.1 | 0.011 | |
| PU-NetUpsampling Factor=4x, Batch Size=12021.12 | 9.4 | 0.011 | |
| PU-GANUpsampling Factor=16x, Batch Size=12021.12 | 11.5 | 0.046 | |
| Dis-PUUpsampling Factor=4x, Batch Size=12021.12 | 13.2 | 0.047 | |
| Dis-PUUpsampling Factor=16x, Batch Size=12021.12 | 13.2 | 0.085 | |
| PU-NetUpsampling Factor=16x, Batch Size=12021.12 | 23 | 0.12 | |
| PUGeo-NetUpsampling Factor=4x, Batch Size=12021.12 | 27.1 | 0.014 | |
| PUGeo-NetUpsampling Factor=16x, Batch Size=12021.12 | 27.1 | 0.017 |