Point Cloud Completion on ShapNet-ViPC
59.1mIoU (Avg)ViPC
Evaluation Results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ViPCPoints=2,0482021.04 | 59.1 | 80.3 | 45.1 | 51.18 | 52.9 | 70.6 | 43.4 | 59.4 | 73 | — | — | — | — | — | — | — | — | — | |
| TopNetPoints=2,0482021.04 | 46.7 | 59.3 | 35.8 | 40.5 | 38.8 | 49.1 | 36.1 | 52.8 | 61.5 | — | — | — | — | — | — | — | — | — | |
| AtlasNetPoints=2,0482021.04 | 41 | 50.9 | 30.4 | 37.9 | 32.6 | 42.6 | 31.8 | 46.9 | 55.1 | — | — | — | — | — | — | — | — | — | |
| PCNPoints=2,0482021.04 | 40.7 | 57.8 | 27 | 33.1 | 32.3 | 45.6 | 29.3 | 43.1 | 57.7 | — | — | — | — | — | — | — | — | — | |
| FoldingNetPoints=2,0482021.04 | 33.1 | 43.2 | 23.7 | 30 | 20.4 | 36 | 24.9 | 35.1 | 51.8 | — | — | — | — | — | — | — | — | — | |
| AtlasNetNumber of points=2,0482021.04 | — | — | — | — | — | — | — | — | — | 6.062 | 5.032 | 6.414 | 4.868 | 8.161 | 7.182 | 6.023 | 6.561 | 4.261 | |
| FoldingNetNumber of points=2,0482021.04 | — | — | — | — | — | — | — | — | — | 6.271 | 5.242 | 6.958 | 5.307 | 8.823 | 6.504 | 6.368 | 7.08 | 3.882 | |
| PCNNumber of points=2,0482021.04 | — | — | — | — | — | — | — | — | — | 5.619 | 4.246 | 6.409 | 4.84 | 7.441 | 6.331 | 5.668 | 6.508 | 3.51 | |
| TopNetNumber of points=2,0482021.04 | — | — | — | — | — | — | — | — | — | 4.976 | 3.71 | 5.629 | 4.53 | 6.391 | 5.547 | 5.281 | 5.381 | 3.35 | |
| ViPCNumber of points=2,0482021.04 | — | — | — | — | — | — | — | — | — | 3.308 | 1.76 | 4.558 | 3.138 | 2.476 | 2.867 | 4.481 | 4.99 | 2.197 |