3D Object Reconstruction on ShapeNet 32^3 resolution (test)
4.83Parameters (M)Pix2Vox++/F
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Pix2Vox++/FNumber of Views=1, Batch Size=1, Resolution=32^32020.06 | 4.83 | 647 | 9.93 | |
| Pix2Vox++/FNumber of Views=2, Batch Size=1, Resolution=32^32020.06 | 4.83 | 647 | 13.55 | |
| Pix2Vox++/FNumber of Views=4, Batch Size=1, Resolution=32^32020.06 | 4.83 | 647 | 23.72 | |
| Pix2Vox++/FNumber of Views=8, Batch Size=1, Resolution=32^32020.06 | 4.83 | 647 | 39.02 | |
| OccNetNumber of Views=1, Batch Size=1, Resolution=32^32020.06 | 13.43 | 955 | 1,261 | |
| AttSetsNumber of Views=1, Batch Size=1, Resolution=32^32020.06 | 17.71 | 3,911 | 26.32 | |
| AttSetsNumber of Views=2, Batch Size=1, Resolution=32^32020.06 | 17.71 | 3,911 | 47.62 | |
| AttSetsNumber of Views=4, Batch Size=1, Resolution=32^32020.06 | 17.71 | 3,911 | 52.63 | |
| AttSetsNumber of Views=8, Batch Size=1, Resolution=32^32020.06 | 17.71 | 3,911 | 58.83 | |
| Pixel2MeshNumber of Views=1, Batch Size=1, Resolution=32^32020.06 | 21.36 | 1,289 | 60.78 | |
| 3D-R2N2Number of Views=1, Batch Size=1, Resolution=32^32020.06 | 35.97 | 1,407 | 78.86 | |
| 3D-R2N2Number of Views=2, Batch Size=1, Resolution=32^32020.06 | 35.97 | 1,407 | 112.27 | |
| 3D-R2N2Number of Views=4, Batch Size=1, Resolution=32^32020.06 | 35.97 | 1,407 | 116.68 | |
| 3D-R2N2Number of Views=8, Batch Size=1, Resolution=32^32020.06 | 35.97 | 1,407 | 122.04 | |
| AtlasNetNumber of Views=1, Batch Size=1, Resolution=32^32020.06 | 45.06 | 1,293 | 38.47 | |
| IM-NetNumber of Views=1, Batch Size=1, Resolution=32^32020.06 | 55.45 | 3,935 | 10,886 | |
| Pix2Vox++/ANumber of Views=1, Batch Size=1, Resolution=32^32020.06 | 96.31 | 2,411 | 10.64 | |
| Pix2Vox++/ANumber of Views=2, Batch Size=1, Resolution=32^32020.06 | 96.31 | 2,411 | 17.51 | |
| Pix2Vox++/ANumber of Views=4, Batch Size=1, Resolution=32^32020.06 | 96.31 | 2,411 | 29.88 | |
| Pix2Vox++/ANumber of Views=8, Batch Size=1, Resolution=32^32020.06 | 96.31 | 2,411 | 56.52 |