Point Cloud Completion on ShapeNet-ViPC Novel categories (test)
76F-Score@0.001 (Avg)I2PRef
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| I2PRef2026.05 | 76 | 91 | 73.2 | 60.5 | — | 2.287 | 0.987 | 2.361 | 4.214 | 1.57 | 80.1 | |
| EGIInet2026.05 | 75 | 90.2 | 71.6 | 59.1 | — | 2.354 | 1.047 | 2.513 | 4.282 | 1.575 | 79.2 | |
| XMFnet2026.05 | 71 | 86.2 | 67.7 | 55.6 | — | 2.671 | 1.278 | 2.806 | 4.823 | 1.779 | 74.8 | |
| CSDNNumber of points=2,0482022.08 | 63.1 | 79.8 | 59.8 | 48.5 | 64.4 | — | — | — | — | — | — | |
| CSDN2026.05 | 63.1 | 79.8 | 59.8 | 48.5 | — | 3.656 | 1.834 | 4.115 | 5.69 | 2.985 | 64.4 | |
| PoinTrNumber of points=2,0482022.08 | 61.9 | 79.7 | 59.9 | 45.4 | 62.7 | — | — | — | — | — | — | |
| PointAttNNumber of points=2,0482022.08 | 60.5 | 76.4 | 59.1 | 42.8 | 63.7 | — | — | — | — | — | — | |
| GRNetNumber of points=2,0482022.08 | 54.8 | 71.1 | 53.7 | 37.6 | 56.9 | — | — | — | — | — | — | |
| MSNNumber of points=2,0482022.08 | 53.3 | 70.6 | 52.7 | 29.1 | 60.7 | — | — | — | — | — | — | |
| ViPCNumber of points=2,0482022.08 | 49.8 | 65.4 | 49.1 | 31.3 | 53.5 | — | — | — | — | — | — | |
| ViPC2026.05 | 49.8 | 65.4 | 49.1 | 31.3 | — | 4.601 | 3.091 | 4.419 | 7.674 | 3.219 | 53.5 | |
| PF-NetNumber of points=2,0482022.08 | 46.8 | 58.4 | 43.3 | 31.9 | 53.4 | — | — | — | — | — | — | |
| SDTNumber of points=2,0482022.08 | 32.7 | 47.9 | 26.8 | 19.7 | 36.2 | — | — | — | — | — | — |