PUNet
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Point Cloud Filtering | PUNet (test) | Chamfer Distance0.562 | 42 | |
| Point Cloud Filtering | PUNet synthetic (test) | CD0.562 | 42 | |
| Point Cloud Filtering | PUNet Sparse 10K | Chamfer Distance1.834 | 36 | |
| Point Cloud Filtering | PUNet synthetic | CD0.418 | 36 | |
| Point Cloud Filtering | PUNet 50K Dense Laplace noise (synthetic) | CD0.602 | 18 | |
| Point Cloud Filtering | PUNet Dense 50K | CD0.556 | 18 | |
| Point Cloud Filtering | PUNet 50K resolution | Inference Time (s)8.99 | 7 |
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