Point Cloud Filtering on PCNet Sparse 10K
2.639CDIterativePFN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IterativePFNNoise=1%, Number of Parameters=~3.1M2024.05 | 2.639 | 0.694 | |
| StraightPCFNoise=1%, Number of Parameters=530K2024.05 | 2.757 | 0.543 | |
| PointFilterNoise=1%2024.05 | 3.016 | 0.878 | |
| DeepPSRNoise=1%2024.05 | 3.146 | 0.993 | |
| PDFlowNoise=1%2024.05 | 3.246 | 0.607 | |
| ScoreNoise=1%2024.05 | 3.38 | 0.831 | |
| StraightPCFNoise=2%, Number of Parameters=530K2024.05 | 4.08 | 0.83 | |
| IterativePFNNoise=2%, Number of Parameters=~3.1M2024.05 | 4.492 | 1.036 | |
| PDFlowNoise=2%2024.05 | 4.722 | 0.993 | |
| DeepPSRNoise=2%2024.05 | 4.943 | 1.342 | |
| PointFilterNoise=2%2024.05 | 4.949 | 1.329 | |
| ScoreNoise=2%2024.05 | 5.168 | 1.218 | |
| StraightPCFNoise=3%, Number of Parameters=530K2024.05 | 5.209 | 1.329 | |
| DeepPSRNoise=3%2024.05 | 6.307 | 1.86 | |
| PDFlowNoise=3%2024.05 | 6.39 | 1.738 | |
| IterativePFNNoise=3%, Number of Parameters=~3.1M2024.05 | 6.534 | 1.91 | |
| ScoreNoise=3%2024.05 | 6.816 | 1.98 | |
| PointFilterNoise=3%2024.05 | 7.482 | 2.225 |