Single-view 3D object reconstruction on Things3D (test)
27.3F-Score@1% (chair)Pix2Vox++
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Pix2Vox++variant=A2020.06 | 27.3 | 16.3 | 27.5 | 13.6 | 27 | 20 | 26.3 | |
| OccNet2020.06 | 27.2 | 26.6 | 27.2 | 3.6 | 26.4 | 20.1 | 25.9 | |
| AtlasNet2020.06 | 26.8 | 12.4 | 16.6 | 6.9 | 26.8 | 18.2 | 22.6 | |
| IM-Net2020.06 | 25.3 | 27.7 | 24.8 | 9.5 | 25.9 | 18.5 | 24.4 | |
| Pixel2Mesh2020.06 | 24.8 | 12.8 | 17 | 5.7 | 26.1 | 17.7 | 21.7 | |
| AttSets2020.06 | 24.4 | 17.2 | 22.9 | 9.9 | 25.3 | 17.2 | 23.1 | |
| Pix2Vox++variant=F2020.06 | 24 | 15 | 24.9 | 10.8 | 25.2 | 19.8 | 23.8 | |
| Matryoshka2020.06 | 23.1 | 16.4 | 20.8 | 12.7 | 25.7 | 18.2 | 22.3 | |
| 3D-R2N22020.06 | 16.6 | 13.6 | 17.7 | 1.2 | 18.9 | 10.8 | 16.5 | |
| OGN2020.06 | 9.6 | 12.6 | 9.8 | 0.6 | 21.4 | 8.6 | 11.8 |