Surface Normal Estimation on FamousShape (avg)
0.05L2 ErrorGAD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GADBackbone=Instant NGP2023.12 | 0.05 | 2.99 | 38.35 | 66.86 | |
| OursBackbone=Instant NGP2023.12 | 0.05 | 2.8 | 42.92 | 67.9 | |
| GADBackbone=Dense Grid2023.12 | 0.05 | 3.24 | 40.5 | 64.01 | |
| GADBackbone=Tri-plane2023.12 | 0.05 | 2.92 | 34.75 | 64.23 | |
| OursBackbone=Dense Grid2023.12 | 0.06 | 3.31 | 38.95 | 62.65 | |
| OursBackbone=Tri-plane2023.12 | 0.06 | 3.23 | 35.67 | 62.74 | |
| FDBackbone=Instant NGP2023.12 | 0.07 | 4.2 | 26.86 | 55.22 | |
| FDBackbone=Dense Grid2023.12 | 0.07 | 3.97 | 30.66 | 55.06 | |
| FDBackbone=Tri-plane2023.12 | 0.07 | 4.19 | 23.42 | 51.27 | |
| SFD256Backbone=Dense Grid2023.12 | 0.1 | 6.12 | 5.09 | 17.64 | |
| SFD256Backbone=Tri-plane2023.12 | 0.1 | 6.23 | 4.88 | 17.19 | |
| SFD256Backbone=Instant NGP2023.12 | 0.11 | 6.3 | 4.9 | 17.15 | |
| ADBackbone=Dense Grid2023.12 | 0.11 | 6.55 | 11.49 | 29.4 | |
| ADBackbone=Tri-plane2023.12 | 0.15 | 8.59 | 3.61 | 13.13 | |
| ADBackbone=Instant NGP2023.12 | 0.21 | 12.4 | 1.58 | 6.12 | |
| SFDBackbone=Dense Grid2023.12 | 0.94 | 57.62 | 0.01 | 0.07 | |
| SFDBackbone=Tri-plane2023.12 | 0.94 | 57.65 | 0.01 | 0.07 | |
| SFDBackbone=Instant NGP2023.12 | 0.95 | 57.67 | 0.01 | 0.07 |