Object Reconstruction on Pix3D
28.8IoUPix2Vox-A
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Pix2Vox-A2019.01 | 28.8 | — | — | — | — | — | — | — | — | — | — | |
| Pix3Dpose_information=w/ Pose2019.01 | 28.2 | — | — | — | — | — | — | — | — | — | — | |
| Pix2Vox-F2019.01 | 27.1 | — | — | — | — | — | — | — | — | — | — | |
| Pix3Dpose_information=w/o Pose2019.01 | 26.7 | — | — | — | — | — | — | — | — | — | — | |
| DRC2019.01 | 26.5 | — | — | — | — | — | — | — | — | — | — | |
| 3D-R2N22019.01 | 13.6 | — | — | — | — | — | — | — | — | — | — | |
| AtlasNet2020.02 | — | 9.03 | 6.91 | 8.37 | 8.59 | 6.24 | 19.46 | 6.95 | 4.78 | 40.05 | 12.26 | |
| MGNtopology modification=full2020.02 | — | 5.99 | 6.56 | 5.32 | 5.93 | 3.36 | 14.19 | 3.12 | 3.83 | 26.93 | 8.36 | |
| MGN (w/o. dens)topology modification=using distance threshold instead of local density2020.02 | — | 8.16 | 6.7 | 6.38 | 5.12 | 4.07 | 16.16 | 3.63 | 4.32 | 24.22 | 8.75 | |
| MGN (w/o. edge)topology modification=removing faces instead of edges2020.02 | — | 8.19 | 6.81 | 6.26 | 5.97 | 4.12 | 15.09 | 3.93 | 4.01 | 25.19 | 8.84 | |
| TMN2020.02 | — | 7.78 | 5.93 | 6.86 | 7.08 | 4.25 | 17.42 | 4.13 | 4.09 | 23.68 | 9.03 |