Single-view Reconstruction on Pix3D
0.0653CDPoint-MF
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Point-MFNFE=12026.04 | 0.0653 | — | 0.0648 | 0.0502 | 0.082 | 0.0674 | 0.0506 | 0.0794 | 0.0661 | |
| RGB2point2026.04 | 0.0706 | — | 0.0662 | 0.054 | 0.097 | 0.0934 | 0.0711 | 0.1269 | 0.0959 | |
| BDMNFE=2762026.04 | 0.0712 | — | 0.0662 | 0.0555 | 0.0835 | 0.0705 | 0.0498 | 0.0879 | 0.0712 | |
| Point-MFNFE=1, ablation=w/o PMA2026.04 | 0.0728 | — | 0.0758 | 0.0558 | 0.0845 | 0.0723 | 0.0552 | 0.0834 | 0.0706 | |
| PC2NFE=2562026.04 | 0.0782 | — | 0.0707 | 0.0587 | 0.1139 | 0.0713 | 0.0614 | 0.1072 | 0.0775 | |
| Point-MFNFE=1, ablation=w/o DSA2026.04 | 0.0858 | — | 0.0882 | 0.0658 | 0.101 | 0.0888 | 0.0702 | 0.0976 | 0.0862 | |
| SDFusion2022.12 | 1.852 | 0.432 | — | — | — | — | — | — | — | |
| AutoSDF2022.12 | 2.267 | 0.415 | — | — | — | — | — | — | — | |
| Pix2Vox2022.12 | 3.001 | 0.385 | — | — | — | — | — | — | — | |
| ResNet2TSDF2022.12 | 4.582 | 0.351 | — | — | — | — | — | — | — | |
| ResNet2Voxel2022.12 | 4.67 | 0.357 | — | — | — | — | — | — | — |