Point Cloud Filtering on PCNet 10K Sparse Laplace noise (synthetic)
3.156CDStraightPCF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| StraightPCFNoise=1%, Resolution=10K (Sparse), Parameters=~530K2024.05 | 3.156 | 0.602 | |
| IterativePFNNoise=1%, Resolution=10K (Sparse)2024.05 | 3.189 | 0.801 | |
| PointFilterNoise=1%, Resolution=10K (Sparse)2024.05 | 3.539 | 0.985 | |
| DeepPSRNoise=1%, Resolution=10K (Sparse)2024.05 | 3.687 | 1.133 | |
| PDFlowNoise=1%, Resolution=10K (Sparse)2024.05 | 3.76 | 0.713 | |
| ScoreNoise=1%, Resolution=10K (Sparse)2024.05 | 3.968 | 0.954 | |
| StraightPCFNoise=2%, Resolution=10K (Sparse), Parameters=~530K2024.05 | 4.468 | 0.94 | |
| IterativePFNNoise=2%, Resolution=10K (Sparse)2024.05 | 4.894 | 1.165 | |
| DeepPSRNoise=2%, Resolution=10K (Sparse)2024.05 | 5.452 | 1.573 | |
| PointFilterNoise=2%, Resolution=10K (Sparse)2024.05 | 5.732 | 1.589 | |
| PDFlowNoise=2%, Resolution=10K (Sparse)2024.05 | 5.778 | 1.404 | |
| StraightPCFNoise=3%, Resolution=10K (Sparse), Parameters=~530K2024.05 | 6.099 | 1.548 | |
| ScoreNoise=2%, Resolution=10K (Sparse)2024.05 | 6.193 | 1.65 | |
| DeepPSRNoise=3%, Resolution=10K (Sparse)2024.05 | 7.142 | 2.166 | |
| IterativePFNNoise=3%, Resolution=10K (Sparse)2024.05 | 8.173 | 2.517 | |
| ScoreNoise=3%, Resolution=10K (Sparse)2024.05 | 8.395 | 2.618 | |
| PDFlowNoise=3%, Resolution=10K (Sparse)2024.05 | 9.245 | 2.869 | |
| PointFilterNoise=3%, Resolution=10K (Sparse)2024.05 | 9.821 | 3.273 |