Point Cloud Filtering on PUNet Dense 50K
0.556CDStraightPCF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| StraightPCFNoise=1%, Number of Parameters=530K2024.05 | 0.556 | 0.108 | |
| IterativePFNNoise=1%, Number of Parameters=~3.1M2024.05 | 0.602 | 0.061 | |
| DeepPSRNoise=1%2024.05 | 0.644 | 0.075 | |
| PDFlowNoise=1%2024.05 | 0.653 | 0.167 | |
| ScoreNoise=1%2024.05 | 0.711 | 0.149 | |
| PointFilterNoise=1%2024.05 | 0.757 | 0.185 | |
| StraightPCFNoise=2%, Number of Parameters=530K2024.05 | 0.798 | 0.296 | |
| IterativePFNNoise=2%, Number of Parameters=~3.1M2024.05 | 0.83 | 0.205 | |
| PointFilterNoise=2%2024.05 | 0.964 | 0.301 | |
| DeepPSRNoise=2%2024.05 | 1.036 | 0.345 | |
| PDFlowNoise=2%2024.05 | 1.197 | 0.604 | |
| ScoreNoise=2%2024.05 | 1.319 | 0.593 | |
| DeepPSRNoise=3%2024.05 | 1.521 | 0.692 | |
| StraightPCFNoise=3%, Number of Parameters=530K2024.05 | 1.662 | 0.926 | |
| PointFilterNoise=3%2024.05 | 1.918 | 0.963 | |
| PDFlowNoise=3%2024.05 | 2.08 | 1.349 | |
| ScoreNoise=3%2024.05 | 2.087 | 1.162 | |
| IterativePFNNoise=3%, Number of Parameters=~3.1M2024.05 | 2.425 | 1.377 |