Surface Reconstruction on ShapeNet 260 shapes 15
0.0001sCD (mean)NSP
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| NSPGround truth normal information=true, Normal supervision=true2021.06 | 0.0001 | 0 | 0 | 89.73 | 92.3 | 8.71 | |
| FFNGround truth normal information=true, Normal supervision=true2021.06 | 0.0001 | 0.0001 | 0 | 82.18 | 83.96 | 9.89 | |
| SIRENGround truth normal information=true, Normal supervision=true2021.06 | 0.0001 | 0.0001 | 0.0002 | 82.68 | 90.97 | 23.29 | |
| DiGSGround truth normal information=false, Normal supervision=false2021.06 | 0.0001 | 0 | 0.0005 | 93.9 | 97.64 | 12.62 | |
| SPSRGround truth normal information=true, Normal supervision=true2021.06 | 0.0002 | 0.0002 | 0.0002 | 63.4 | 67.28 | 15.77 | |
| DiGS (+n)Ground truth normal information=false, Normal supervision=true2021.06 | 0.0003 | 0 | 0.001 | 92 | 97.74 | 19.92 | |
| SIREN wo nGround truth normal information=false, Normal supervision=false2021.06 | 0.0003 | 0.0003 | 0.0003 | 30.85 | 29.52 | 20.14 | |
| IGRGround truth normal information=true, Normal supervision=true2021.06 | 0.0005 | 0.0001 | 0.0022 | 81.02 | 84.8 | 15.19 | |
| SALGround truth normal information=false, Normal supervision=false2021.06 | 0.0011 | 0.0002 | 0.0036 | 40.3 | 39.44 | 27.22 |