Single View 3D Reconstruction On Shapenet
평가 지표
3DIoU
평가 결과
이 벤치마크에서 각 모델의 성능 결과
모델 이름 | 3DIoU | Paper Title | Repository |
|---|---|---|---|
| SoftRas (full) | 0.6464 | Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning | |
| SDFDiff | 0.6674 | SDFDiff: Differentiable Rendering of Signed Distance Fields for 3D Shape Optimization | |
| ZubicLio | 0.6543 | An Effective Loss Function for Generating 3D Models from Single 2D Image without Rendering | |
| voxel [47] | 0.5736 | Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning | |
| NMR [19] | 0.6015 | Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning | |
| DIB-R | 0.612 | Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer | |
| retrieval [47] | 0.4766 | Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning |
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