3D Shape Reconstruction on Pascal3D+ (test)
0.0342Chamfer Distance (Cars)Effective Loss Function
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Effective Loss FunctionInput image resolution=64x64, Scaling=diagonal of bounding box = 1, Ground-truth resampling=8000 points2021.03 | 0.0342 | 0.0414 | 0.0437 | — | — | — | — | |
| Multiview aggregationInput image resolution=64x64, Scaling=diagonal of bounding box = 1, Ground-truth resampling=8000 points2021.03 | 0.3331 | 0.2795 | 0.4637 | — | — | — | — | |
| ShapeClipperPose Alignment=Brute-force search2023.04 | — | — | — | 5.85 | 53.88 | 85.07 | 0.572 | |
| SS3DPose Alignment=Brute-force search2023.04 | — | — | — | 5.33 | 48.79 | 77.02 | 0.696 |