Single-image 3D Reconstruction on ShapeNetCore (test)
68.8mIoUPix2Vox++/A
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Pix2Vox++/ACoordinate system=Object-centered2020.06 | 68.8 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MatryoshkaCoordinate system=Object-centered2020.06 | 63.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Pix2Vox++/FCoordinate system=Object-centered2020.06 | 63.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Mesh-based (ours)Approach=Mesh-based2017.11 | 60.16 | 61.72 | 49.98 | 71.43 | 70.95 | 49.9 | 58.31 | 41.26 | 65.36 | 63.22 | 67.35 | 48.29 | 77.77 | 56.45 | |
| OGNCoordinate system=Object-centered2020.06 | 59.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Voxel-basedApproach=Voxel-based2017.11 | 57.36 | 55.56 | 49.24 | 68.23 | 71.23 | 44.94 | 53.95 | 42.23 | 58.68 | 59.87 | 62.21 | 49.38 | 75.04 | 55.07 | |
| Pix2Vox++/ACoordinate system=Viewer-centered2020.06 | 48.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RetrievalApproach=Retrieval2017.11 | 47.66 | 55.64 | 48.75 | 57.13 | 65.19 | 35.12 | 39.58 | 29.05 | 46 | 51.33 | 53.14 | 30.97 | 66.96 | 40.78 | |
| Pix2Vox++/FCoordinate system=Viewer-centered2020.06 | 44.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MatryoshkaCoordinate system=Viewer-centered2020.06 | 42.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| OGNCoordinate system=Viewer-centered2020.06 | 40.4 | — | — | — | — | — | — | — | — | — | — | — | — | — |