Point Cloud Completion on Frog point cloud
0.028NRMSENO-CTR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NO-CTRSampling Rate=20%2026.03 | 0.028 | 0.985 | |
| SIRENSampling Rate=20%2026.03 | 0.031 | 0.983 | |
| FR-INRSampling Rate=20%2026.03 | 0.033 | 0.98 | |
| NO-CTRSampling Rate=15%2026.03 | 0.034 | 0.98 | |
| MFNSampling Rate=20%2026.03 | 0.038 | 0.974 | |
| SIRENSampling Rate=15%2026.03 | 0.039 | 0.972 | |
| LRTFRSampling Rate=20%2026.03 | 0.04 | 0.971 | |
| NO-CTRSampling Rate=10%2026.03 | 0.041 | 0.969 | |
| FR-INRSampling Rate=15%2026.03 | 0.043 | 0.966 | |
| SIRENSampling Rate=10%2026.03 | 0.044 | 0.964 | |
| FR-INRSampling Rate=10%2026.03 | 0.047 | 0.959 | |
| MFNSampling Rate=15%2026.03 | 0.047 | 0.959 | |
| LRTFRSampling Rate=15%2026.03 | 0.05 | 0.955 | |
| NO-CTRSampling Rate=5%2026.03 | 0.051 | 0.953 | |
| MFNSampling Rate=10%2026.03 | 0.051 | 0.953 | |
| SIRENSampling Rate=5%2026.03 | 0.054 | 0.947 | |
| LRTFRSampling Rate=10%2026.03 | 0.054 | 0.947 | |
| FR-INRSampling Rate=5%2026.03 | 0.057 | 0.94 | |
| MFNSampling Rate=5%2026.03 | 0.06 | 0.936 | |
| LRTFRSampling Rate=5%2026.03 | 0.062 | 0.93 | |
| NeuApprox2026.03 | 0.1186 | 0.9302 | |
| RF2026.03 | 0.1252 | 0.9199 | |
| LRTFR2026.03 | 0.1252 | 0.9214 | |
| KNR2026.03 | 0.1287 | 0.9375 | |
| DT2026.03 | 0.151 | 0.914 | |
| FSA2026.03 | 0.2291 | 0.8021 | |
| ObservationSampling Rate=20%2026.03 | 0.432 | -2.484 | |
| ObservationSampling Rate=15%2026.03 | 0.443 | -2.662 | |
| ObservationSampling Rate=10%2026.03 | 0.457 | -2.894 | |
| ObservationSampling Rate=5%2026.03 | 0.47 | -3.12 |