3D Shape Reconstruction on ShapeNet Core v2 (val)
0.85CDOracle 2500 pts
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Oracle 2500 ptssampling_points=2500, protocol=PSR2018.02 | 0.85 | 1.56 | |
| AtlasNet (125 patches)primitive=patch, number_of_patches=1252018.02 | 1.51 | 1.41 | |
| AtlasNet (25 patches)primitive=patch, number_of_patches=252018.02 | 1.56 | 1.47 | |
| AtlasNet (5 patches)primitive=patch, number_of_patches=52018.02 | 1.57 | 1.48 | |
| AtlasNet (1 sphere)primitive=sphere, number_of_primitives=12018.02 | 1.72 | 1.52 | |
| AtlasNet (1 patch)primitive=patch, number_of_patches=12018.02 | 1.84 | 1.53 | |
| Points baselinearchitecture=MLP, output_points=25002018.02 | 1.91 | — | |
| Points baseline + normalsarchitecture=MLP, predict_normals=true, protocol=PSR2018.02 | 2.15 | 1.82 | |
| Oracle 125K ptssampling_points=125K, protocol=PSR2018.02 | — | 1.26 |