3D Reconstruction on DeepFashion3D NeuralUDF (test)
1.92Chamfer Distance (LS-C0)NeuralUDF
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| NeuralUDFMask supervision=false2023.03 | 1.92 | 2.34 | 2.05 | 4.11 | 1.5 | 2.47 | 2.16 | 2.15 | |
| 2S-UDFMask supervision=false2023.03 | 1.92 | 1.96 | 1.97 | 2.46 | 1.47 | 2.14 | 1.84 | 1.91 | |
| NeUDFMask supervision=false2023.03 | 1.95 | 2.26 | 2.93 | — | 1.48 | 2.66 | 2.74 | 1.77 | |
| NeATMask supervision=true2023.03 | 3.06 | 4.84 | 4.33 | 5.92 | 3.52 | 8.84 | 3.91 | 4.3 | |
| NeuSMask supervision=false2023.03 | 3.18 | 3.87 | 4.82 | 5.71 | 2.21 | 3.6 | 2.44 | 5.13 | |
| VolSDFMask supervision=false2023.03 | 5.92 | 6.62 | 4.79 | 5.96 | 4.36 | 8.73 | 7.74 | 8.84 |