Point Cloud Completion on ShapeNet 55/34 (21 unseen categories)
0.4Chamfer Distance (S)PQDT
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PQDT2026.05 | 0.4 | 0.75 | 1.81 | 0.99 | 54.8 | |
| AnchorFormer2026.05 | 0.52 | 0.9 | 2.16 | 1.19 | 53.5 | |
| T-CorresNet2026.05 | 0.58 | 0.91 | 1.97 | 1.15 | 40.9 | |
| ProxyFormer2026.05 | 0.6 | 1.13 | 2.54 | 1.42 | 41.5 | |
| SeedFormer2026.05 | 0.61 | 1.07 | 2.35 | 1.34 | 40.2 | |
| AdaPoinTr2026.05 | 0.61 | 0.96 | 2.11 | 1.23 | 41.6 | |
| SnowflakeNet2026.05 | 0.88 | 1.46 | 2.92 | 1.75 | 38.8 | |
| PoinTr2026.05 | 1.04 | 1.67 | 3.44 | 2.05 | 38.4 | |
| GRNet2026.05 | 1.85 | 2.25 | 4.87 | 2.99 | 21.6 | |
| FoldingNet2026.05 | 2.76 | 2.74 | 5.36 | 3.62 | 9.5 | |
| PCN2026.05 | 3.17 | 3.08 | 5.29 | 3.85 | 10.1 |