Point Cloud Completion on PCN (CD-L1)
6.907Mean CD-l13DMambaComplete
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 3DMambaComplete2024.04 | 6.907 | 3.861 | 9.115 | 7.721 | 7.412 | 5.733 | 9.042 | 6.288 | 6.085 | |
| AnchorFormer2024.04 | 7.371 | 3.972 | 9.596 | 8.528 | 8.458 | 6.387 | 9.13 | 6.735 | 6.163 | |
| CRA-PCN2024.04 | 7.432 | 3.978 | 9.692 | 8.523 | 8.525 | 6.356 | 9.33 | 6.82 | 6.231 | |
| MMDR2024.04 | 8.081 | 5.011 | 10.404 | 8.883 | 8.701 | 6.682 | 10.532 | 7.762 | 6.761 | |
| SnowflakeNet2024.04 | 8.362 | 5.262 | 10.372 | 8.847 | 9.103 | 7.717 | 10.714 | 7.663 | 7.221 | |
| PoinTr2024.04 | 9.006 | 5.343 | 11.033 | 9.118 | 10.137 | 8.388 | 11.762 | 8.534 | 7.732 | |
| ECG2024.04 | 10.481 | 6.139 | 13.18 | 9.404 | 10.831 | 10.265 | 13.146 | 12.56 | 8.324 | |
| ProxyFormer2024.04 | 11.342 | 6.346 | 12.373 | 9.564 | 13.159 | 13.395 | 14.34 | 11.346 | 10.212 | |
| PCN2024.04 | 11.697 | 6.834 | 12.719 | 9.923 | 13.588 | 13.954 | 14.608 | 11.402 | 10.545 | |
| ASFM2024.04 | 11.723 | 7.067 | 14.439 | 10.994 | 13.28 | 12.33 | 14.583 | 10.832 | 10.257 | |
| FoldingNet2024.04 | 12.231 | 8.542 | 13.252 | 11.202 | 13.901 | 13.618 | 14.218 | 11.935 | 11.183 | |
| GRNet2024.04 | 12.809 | 8.647 | 14.904 | 11.602 | 14.469 | 13.379 | 15.374 | 13.125 | 10.971 | |
| CRN2024.04 | 12.891 | 7.878 | 15.32 | 12.598 | 13.927 | 13.303 | 16.144 | 12.771 | 11.19 | |
| TopNet2024.04 | 15.499 | 9.314 | 17.923 | 13.736 | 17.952 | 17.324 | 18.667 | 15.221 | 13.854 |