Surface reconstruction on ShapeNet 55 (test)
97.96mIoUHOTSPOT
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| HOTSPOT2024.11 | 97.96 | 98.42 | 2.03 | 0.0029 | 0.0028 | 0.0012 | 0.025 | 0.0153 | 0.036 | |
| StEik2024.11 | 96.41 | 98.48 | 10.52 | 0.0032 | 0.0028 | 0.0028 | 0.0368 | 0.0172 | 0.0552 | |
| DiGS2024.11 | 96.36 | 98.31 | 9.03 | 0.0031 | 0.0028 | 0.0016 | 0.0435 | 0.0168 | 0.059 | |
| SAL2024.11 | 74 | 77.96 | 22.31 | 0.0074 | 0.0065 | 0.0048 | 0.0851 | 0.0732 | 0.059 | |
| Neural-Pull2024.11 | 73 | 79.72 | 22.29 | 0.0114 | 0.0073 | 0.0161 | 0.1334 | 0.084 | 0.1287 | |
| NSH2024.11 | 72.93 | 92.85 | 35.38 | 0.0036 | 0.0033 | 0.0017 | 0.0324 | 0.0231 | 0.0286 | |
| SIRENwithout normals=true2024.11 | 48.74 | 48.32 | 40.3 | 0.0051 | 0.0038 | 0.0036 | 0.0558 | 0.0408 | 0.0511 |