Point Cloud Completion on ShapeNet-Part (test)
10.003CD (Airplane)DeCo
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DeCo2021.03 | 10.003 | 16.517 | 28.508 | 36.436 | 22.963 | 16.428 | 24.15 | 12.706 | 19.136 | 34.239 | 12.266 | 9.861 | 17.12 | 4.482 | |
| PF-NetAdversarial discriminator=true2021.03 | 10.805 | 20.445 | 38.485 | 50.45 | 21.64 | 19.49 | 42.91 | 11.22 | 19.905 | 31.88 | 10.885 | 12.365 | 20.845 | 4.425 | |
| PF-Net vanillaAdversarial discriminator=false2021.03 | 11.015 | 20.209 | 40 | 49.945 | 21.925 | 19.13 | 41.555 | 11.52 | 20.525 | 32.8 | 11.395 | 12.275 | 20.56 | 4.35 | |
| MSN2021.03 | 15.907 | 22.41 | 59.185 | 40.276 | 24.176 | 20.751 | 41.094 | 11.718 | 21.276 | 57.007 | 14.56 | 14.146 | 22.103 | 6.959 | |
| PCN2021.03 | 31.515 | 34.095 | 37.825 | 66.275 | 24.32 | 31.265 | 93.745 | 22.46 | 34.42 | 35.905 | 29.49 | 23.815 | 24.775 | 10.54 | |
| CRNRefinement sub-network iterations=12021.03 | 39.334 | 29.044 | 33.593 | 53.146 | 39.537 | 28.688 | 30.207 | 26.393 | 41.292 | 41.153 | 26.845 | 34.358 | 23.953 | 15.224 |