3D Shape Classification on Pix3D
R@1
- 2016-10-24 — 3D-VAE-GAN: R@1 0.02
- 2017-11-08 — MarrNet: R@1 0.42
- 2018-04-12 — MarrNet extension (w/o Pose): R@1 0.53
| Rank | Model | R@1 | R@16 | R@2 | R@32 | R@4 | R@8 | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | MarrNet extension (w/o Pose) | 0.53 | 0.85 | 0.62 | 0.90 | 0.71 | 0.78 | Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling | xingyuansun/pix3d | 2018 |
| 2 | MarrNet | 0.42 | 0.71 | 0.51 | 0.78 | 0.57 | 0.64 | MarrNet: 3D Shape Reconstruction via 2.5D Sketches | 2017 | |
| 3 | 3D-VAE-GAN | 0.02 | 0.21 | 0.03 | 0.34 | 0.07 | 0.12 | Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling | zck119/3dgan-release · black0017/3D-GAN-pytorch · chinokenochkan/3dgan-keras | 2016 |