Point Cloud Completion on ShapeNet55 (all)
0.81CD-L2AdaPoinTr
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| AdaPoinTrAveraged over difficulty levels=True2026.03 | 0.81 | 12.94 | 0.635 | 27.58 | 40.2 | 43.3 | |
| SVDFormerAveraged over difficulty levels=True2026.03 | 0.82 | 13.92 | 0.542 | 35.36 | 44.4 | 47.4 | |
| PPC-MTAveraged over difficulty levels=True2026.03 | 0.82 | 12.71 | 0.523 | 27.11 | 50.9 | 53.9 | |
| SeedFormerAveraged over difficulty levels=True2026.03 | 0.92 | 13.97 | 0.552 | 37.09 | 44.4 | 47.3 | |
| ProxyFormerAveraged over difficulty levels=True2026.03 | 0.93 | — | 0.549 | — | — | 48.3 | |
| PoinTrAveraged over difficulty levels=True2026.03 | 1.05 | 13.95 | 0.539 | 38.86 | 46.8 | 49.9 | |
| GRNetAveraged over difficulty levels=True2026.03 | 1.97 | — | 0.592 | — | — | 23.8 | |
| PCNAveraged over difficulty levels=True2026.03 | 2.66 | — | 0.618 | — | — | 13.3 | |
| TopNetAveraged over difficulty levels=True2026.03 | 2.91 | — | 0.126 | — | — | 12.6 | |
| FoldingNetAveraged over difficulty levels=True2026.03 | 3.12 | — | 0.082 | — | — | 8.2 |