Normal Estimation on PCPNet dataset (test)
10.01Average ErrorGraphFit + Ours
Evaluation Results
| Method | Links | |
|---|---|---|
| GraphFit + OursParams (M)=4.36, Model size (MB)=17.09, Time (ms)=2.192023.03 | 10.01 | |
| GraphFitparams(M)=4.06, Model size(MB)=16.382022.07 | 10.26 | |
| GraphFitParams (M)=4.16, Model size (MB)=16.38, Time (ms)=2.072023.03 | 10.26 | |
| AdaFit + OursParams (M)=4.28, Model size (MB)=16.85, Time (ms)=0.582023.03 | 10.4 | |
| DeepFit + OursParams (M)=3.64, Model size (MB)=14.26, Time (ms)=0.562023.03 | 10.75 | |
| AdaFitparams(M)=4.36, Model size(MB)=18.742022.07 | 10.76 | |
| AdaFitParams (M)=4.07, Model size (MB)=16.14, Time (ms)=0.492023.03 | 10.76 | |
| DeepFitparams(M)=3.36, Model size(MB)=13.532022.07 | 11.8 | |
| DeepFitParams (M)=3.44, Model size (MB)=13.53, Time (ms)=0.472023.03 | 11.8 | |
| Nesti-Netparams(M)=170.10, Model size(MB)=2,010.002022.07 | 12.41 | |
| Nesti-NetParams (M)=170.10, Model size (MB)=2,010.002023.03 | 12.41 | |
| PCPNetparams(M)=21.30, Model size(MB)=85.412022.07 | 14.56 | |
| PCPNetParams (M)=21.30, Model size (MB)=85.412023.03 | 14.56 |