Surface Reconstruction on ShinySynthetic (Normal MAE)
0.45Normal MAE (ball)UniSDF
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| UniSDF2026.03 | 0.45 | 6.88 | 8 | 1.72 | 2.8 | 6.45 | 8.71 | — | |
| GS-ROR22026.03 | 0.47 | 2.06 | 5.47 | 1.82 | 0.52 | 5.52 | 2.64 | 1.34 | |
| Ref-DGS2026.03 | 0.61 | 1.72 | 1.86 | 1.35 | 0.58 | 2.43 | 1.43 | 12.6 | |
| MaterialRefGS2026.03 | 0.63 | 1.86 | 1.79 | 1.46 | 0.44 | 7.02 | 2.2 | 2.42 | |
| Ref-Gaussian2026.03 | 0.71 | 1.91 | 2.34 | 1.85 | 0.48 | 5.7 | 2.17 | 35.9 | |
| ENVIDR2026.03 | 0.74 | 7.1 | 9.23 | 1.66 | 2.47 | 6.45 | 4.61 | — | |
| 3DGS-DR2026.03 | 0.85 | 2.32 | 2.21 | 1.67 | 0.53 | 6.99 | 2.43 | 26.5 | |
| Ref-GS2026.03 | 1.05 | 2.02 | 3.61 | 1.99 | 0.69 | 3.92 | 2.21 | 23.5 | |
| Ref-NeRF2026.03 | 1.55 | 14.93 | 12.24 | 29.48 | 9.23 | 42.87 | 18.38 | — | |
| GaussianShader2026.03 | 7.03 | 14.05 | 14.93 | 9.33 | 7.17 | 13.08 | 10.93 | 1.1 | |
| MILo2026.03 | 61.3 | 4.47 | 2.36 | 4.87 | 0.62 | 16.49 | 15.02 | 18.9 | |
| PGSR2026.03 | 66.93 | 4.62 | 2.91 | 6.01 | 1.01 | 15.31 | 16.13 | 27.5 |