Shape Completion on ShapeNet
2.723Average CDGRNet
Evaluation Results
| Method | Links | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GRNetpoints=16,3842020.07 | 2.723 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 70.8 | |
| CTpoints=16,3842020.07 | 3.392 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 75.2 | |
| PCNpoints=16,3842020.07 | 4.016 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 69.5 | |
| AtlasNetpoints=16,3842020.07 | 4.523 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 61.6 | |
| MSNpoints=16,3842020.07 | 4.758 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 70.5 | |
| TopNetpoints=16,3842020.07 | 5.154 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 50.3 | |
| FoldingNetpoints=16,3842020.07 | 7.142 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 32.2 | |
| CRNSupervision Type=supervised2021.04 | 8 | 2.3 | 98.3 | 11.4 | 86.2 | 6.2 | 93.8 | 8.8 | 89.7 | 8.5 | 90.2 | 11.3 | 85.1 | 9.3 | 92.9 | 6.1 | 94.2 | 91.3 | — | |
| MSNSupervision Type=supervised2021.04 | 8.8 | 2.9 | 97.4 | 12.5 | 85.5 | 7.1 | 92.3 | 10.6 | 86.8 | 9.3 | 88.6 | 12 | 83.3 | 9.6 | 91.3 | 6.5 | 93.1 | 89.8 | — | |
| PCNSupervision Type=supervised2021.04 | 9.1 | 3.5 | 96.5 | 11.3 | 86.4 | 6.4 | 94 | 11 | 86 | 11.6 | 84.6 | 11.5 | 85.2 | 10.4 | 89.4 | 7.4 | 91.7 | 89.2 | — | |
| TopNetSupervision Type=supervised2021.04 | 11.4 | 4.1 | 96 | 12.9 | 84.1 | 7.8 | 91.3 | 13.4 | 82.3 | 14.8 | 79.4 | 16 | 80.8 | 12.9 | 85.7 | 8.9 | 89.3 | 86.1 | — | |
| ShapeInversionSupervision Type=unsupervised2021.04 | 14.9 | 5.6 | 94.3 | 16.1 | 77.2 | 13 | 85.8 | 15.4 | 81.2 | 18 | 81.7 | 24.6 | 78.4 | 16.2 | 85.5 | 10.1 | 87 | 83.9 | — | |
| pcl2pclSupervision Type=unsupervised2021.04 | 22.4 | 9.8 | 89.1 | 27.1 | 68.4 | 15.8 | 80 | 26.9 | 70.4 | 25.7 | 70.4 | 34.1 | 58.4 | 23.6 | 79 | 15.7 | 77.8 | 74.2 | — |