Point Cloud Completion on ShapeNet55
11.534CD L1 (Small)MMDR
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| MMDR2024.04 | 11.534 | 0.643 | 13.281 | 0.978 | 17.245 | 1.919 | 14.02 | 1.18 | 35.5 | |
| CRA-PCN2024.04 | 11.987 | 0.638 | 13.454 | 0.961 | 16.982 | 1.799 | 14.141 | 1.133 | 39.9 | |
| PoinTr2024.04 | 12.491 | 0.698 | 14.181 | 1.049 | 18.812 | 2.022 | 15.161 | 1.256 | 44.6 | |
| 3DMambaComplete2024.04 | 12.698 | 0.617 | 13.431 | 0.775 | 15.384 | 1.194 | 13.837 | 0.862 | 34.1 | |
| SnowflakeNet2024.04 | 14.596 | 0.817 | 16.644 | 1.175 | 21.545 | 2.207 | 17.595 | 1.406 | 34.3 | |
| AnchorFormer2024.04 | 14.662 | 0.853 | 15.504 | 1.087 | 18.096 | 1.77 | 16.087 | 1.237 | 32.8 | |
| ECG2024.04 | 16.709 | 1.167 | 18.726 | 1.545 | 23.478 | 2.555 | 19.638 | 1.756 | 32.1 | |
| ASFM-Net2024.04 | 19.136 | 1.307 | 20.17 | 1.517 | 23.512 | 2.282 | 20.94 | 1.702 | 24.7 | |
| GRNet2024.04 | 19.157 | 1.137 | 20.647 | 1.489 | 24.037 | 2.394 | 21.28 | 1.673 | 23.9 | |
| CRN2024.04 | 21.207 | 1.502 | 22.364 | 1.801 | 25.849 | 2.726 | 23.14 | 2.01 | 20.5 | |
| ProxyFormer2024.04 | 21.463 | 1.637 | 22.226 | 1.827 | 25.114 | 2.591 | 22.934 | 2.018 | 19.8 | |
| PCN2024.04 | 22.99 | 1.811 | 23.976 | 2.062 | 27.36 | 2.937 | 24.775 | 2.27 | 16.7 | |
| FoldingNet2024.04 | 25.203 | 2.095 | 26.596 | 2.41 | 30.424 | 3.33 | 27.407 | 2.612 | 9.1 | |
| TopNet2024.04 | 27.233 | 2.483 | 28.749 | 2.848 | 33.986 | 4.642 | 29.989 | 3.324 | 11 |