Point cloud upsampling on PU1K
0.176CDPUFM++
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PUFM++upsampling factor=162025.12 | 0.176 | 0.429 | 1.375 | 0.135 | |
| PUFMupsampling factor=162025.12 | 0.22 | 0.578 | 1.983 | 0.228 | |
| RepKPUupsampling factor=162025.12 | 0.29 | 0.592 | 1.821 | 0.229 | |
| Grad-PUupsampling factor=162025.12 | 0.316 | 0.552 | 1.89 | 0.211 | |
| PUBPupsampling factor=162025.12 | 0.343 | 0.712 | 2.958 | 0.282 | |
| PUGANupsampling factor=162025.12 | 0.361 | 0.773 | 3.538 | 0.225 | |
| SAPCUupsampling factor=162025.12 | 0.379 | 2.006 | 2.4 | 0.262 | |
| PDANSupsampling factor=162025.12 | 0.415 | 0.589 | 3.32 | 0.285 | |
| PUDMupsampling factor=162025.12 | 0.421 | 0.602 | 3.37 | 0.287 | |
| PUFM++upsampling factor=42025.12 | 0.491 | 0.432 | 1.243 | 0.256 | |
| PUFMupsampling factor=42025.12 | 0.545 | 0.556 | 1.77 | 0.304 | |
| RepKPUupsampling factor=42025.12 | 0.566 | 0.619 | 1.464 | 0.265 | |
| SAPCUupsampling factor=42025.12 | 0.605 | 0.587 | 1.655 | 0.361 | |
| Grad-PUupsampling factor=42025.12 | 0.626 | 0.583 | 1.51 | 0.262 | |
| PDANSupsampling factor=42025.12 | 0.669 | 0.6 | 2.884 | 0.352 | |
| PUGANupsampling factor=42025.12 | 0.682 | 0.632 | 2.792 | 0.315 | |
| PUBPupsampling factor=42025.12 | 0.694 | 0.593 | 2.206 | 0.286 | |
| PUDMupsampling factor=42025.12 | 0.706 | 0.605 | 2.891 | 0.351 | |
| PUGCNupsampling factor=42025.12 | 1.241 | 1.504 | 5.115 | 0.359 | |
| PUGCNupsampling factor=162025.12 | 2.393 | 4.214 | 9.41 | 0.362 |