Single-View 3D Reconstruction on ShapeNet
Metric: 3DIoU (higher is better)
Metric: 3DIoU (higher is better)
| # | Model↕ | 3DIoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SDFDiff | 0.6674 | Yes | SDFDiff: Differentiable Rendering of Signed Dist... | 2019-12-15 | Code |
| 2 | ZubicLio | 0.6543 | No | An Effective Loss Function for Generating 3D Mod... | 2021-03-05 | Code |
| 3 | SoftRas (full) | 0.6464 | No | Soft Rasterizer: A Differentiable Renderer for I... | 2019-04-03 | Code |
| 4 | DIB-R | 0.612 | No | Learning to Predict 3D Objects with an Interpola... | 2019-08-03 | Code |
| 5 | NMR [19] | 0.6015 | No | Soft Rasterizer: A Differentiable Renderer for I... | 2019-04-03 | Code |
| 6 | voxel [47] | 0.5736 | No | Soft Rasterizer: A Differentiable Renderer for I... | 2019-04-03 | Code |
| 7 | retrieval [47] | 0.4766 | No | Soft Rasterizer: A Differentiable Renderer for I... | 2019-04-03 | Code |