PU-GAN
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Point Cloud Upsampling | PU-GAN Synthetic (test) | CD0.082 | 39 | |
| Point Cloud Upsampling | PU-GAN low-level Gaussian noise (τ = 0.02) | CD0.529 | 9 | |
| Point Cloud Upsampling | PU-GAN low-level Gaussian noise (τ = 0.01) | CD0.21 | 9 | |
| Point Cloud Upsampling | PU-GAN high-level random noise r=0.1 4x upsampling (test) | CD1.31 | 9 | |
| Point Cloud Upsampling | PU-GAN high-level random noise r=0.05 4x upsampling (test) | Chamfer Distance (CD)0.998 | 9 | |
| Point Cloud Upsampling | PU-GAN RS (test) | CD0.269 | 4 | |
| Point Cloud Upsampling | PU-GAN FPS (test) | CD0.199 | 4 |
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