3D Reconstruction Efficiency on ShapeNet (test)
9.25Forward Pass Time (ms)Pix2Vox-F
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Pix2Vox-FBatch Size=1, Number of Views=12019.01 | 9.25 | 7.41 | 673 | 12 | 12.93 | |
| Pix2Vox-ABatch Size=1, Number of Views=12019.01 | 9.9 | 114.24 | 2,729 | 25 | 72.01 | |
| Pix2Vox-FNumber of Views=22019.01 | 12.05 | — | — | — | — | |
| Pix2Vox-ANumber of Views=22019.01 | 13.69 | — | — | — | — | |
| Pix2Vox-FNumber of Views=42019.01 | 23.26 | — | — | — | — | |
| Pix2Vox-ANumber of Views=42019.01 | 26.31 | — | — | — | — | |
| OGNBatch Size=1, Number of Views=12019.01 | 37.9 | 12.46 | 793 | 192 | 312.25 | |
| Pix2Vox-FNumber of Views=82019.01 | 52.63 | — | — | — | — | |
| Pix2Vox-ANumber of Views=82019.01 | 55.56 | — | — | — | — | |
| 3D-R2N2Batch Size=1, Number of Views=12019.01 | 73.35 | 35.97 | 1,407 | 169 | 312.5 | |
| 3D-R2N2Number of Views=22019.01 | 108.11 | — | — | — | — | |
| 3D-R2N2Number of Views=42019.01 | 112.36 | — | — | — | — | |
| 3D-R2N2Number of Views=82019.01 | 117.64 | — | — | — | — |