Point Cloud Completion on Rabbit point cloud
0.04NRMSENO-CTR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NO-CTRSampling Rate=20%2026.03 | 0.04 | 0.93 | |
| SIRENSampling Rate=20%2026.03 | 0.045 | 0.914 | |
| FR-INRSampling Rate=20%2026.03 | 0.046 | 0.908 | |
| NO-CTRSampling Rate=15%2026.03 | 0.047 | 0.906 | |
| MFNSampling Rate=20%2026.03 | 0.048 | 0.903 | |
| LRTFRSampling Rate=20%2026.03 | 0.054 | 0.874 | |
| SIRENSampling Rate=15%2026.03 | 0.056 | 0.863 | |
| FR-INRSampling Rate=15%2026.03 | 0.058 | 0.851 | |
| MFNSampling Rate=15%2026.03 | 0.06 | 0.84 | |
| NO-CTRSampling Rate=10%2026.03 | 0.062 | 0.831 | |
| LRTFRSampling Rate=15%2026.03 | 0.064 | 0.818 | |
| SIRENSampling Rate=10%2026.03 | 0.069 | 0.795 | |
| FR-INRSampling Rate=10%2026.03 | 0.07 | 0.783 | |
| MFNSampling Rate=10%2026.03 | 0.071 | 0.781 | |
| LRTFRSampling Rate=10%2026.03 | 0.075 | 0.756 | |
| NO-CTRSampling Rate=5%2026.03 | 0.077 | 0.74 | |
| SIRENSampling Rate=5%2026.03 | 0.082 | 0.709 | |
| MFNSampling Rate=5%2026.03 | 0.088 | 0.669 | |
| LRTFRSampling Rate=5%2026.03 | 0.088 | 0.671 | |
| FR-INRSampling Rate=5%2026.03 | 0.095 | 0.604 | |
| NeuApprox2026.03 | 0.1577 | 0.7809 | |
| KNR2026.03 | 0.1621 | 0.7715 | |
| LRTFR2026.03 | 0.1636 | 0.7729 | |
| RF2026.03 | 0.1649 | 0.7635 | |
| DT2026.03 | 0.2145 | 0.5996 | |
| FSA2026.03 | 0.2689 | 0.371 | |
| ObservationSampling Rate=20%2026.03 | 0.427 | -7.077 | |
| ObservationSampling Rate=15%2026.03 | 0.439 | -7.546 | |
| ObservationSampling Rate=10%2026.03 | 0.451 | -8.003 | |
| ObservationSampling Rate=5%2026.03 | 0.465 | -8.562 |