Surface Reconstruction on DeepFashion3D 53 (test)
1.92LS-CO ScoreNeuralUDF
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| NeuralUDF2022.11 | 1.92 | 2.05 | 2.36 | 1.58 | 1.33 | 4.11 | 2.47 | 1.5 | 1.63 | 2.47 | 2.16 | 2.15 | 1.97 | |
| Colmap2022.11 | 2.95 | 2.91 | 3.58 | 3.06 | 3.23 | 3.26 | 3.09 | 3.11 | 2.95 | 3.16 | 2.97 | 2.95 | 3.1 | |
| NeuS2022.11 | 3.18 | 4.82 | 4.78 | 4.99 | 3.73 | 5.71 | 5.89 | 2.21 | 5.89 | 3.6 | 2.44 | 5.13 | 4.36 | |
| NeuralWarp2022.11 | 4.71 | 11.24 | 5.4 | 8.56 | 4.1 | 5.83 | 5.79 | 2 | 2.07 | 6.5 | 9.61 | 6.94 | 6.06 | |
| VolSDF2022.11 | 5.92 | 4.79 | 4.54 | 8.57 | 7.02 | 5.96 | 6.97 | 4.36 | 7.24 | 8.73 | 7.74 | 8.84 | 6.72 | |
| NeRF2022.11 | 6.38 | 7.84 | 5.03 | 5.45 | 4.69 | 7.86 | 4.82 | 4.63 | 6.04 | 7.17 | 8.24 | 6.89 | 6.25 | |
| IDRextra object masks=true2022.11 | 10.85 | 8.2 | 5 | 9.63 | 6.76 | 6.33 | 6.32 | 3.32 | 3.75 | 6.08 | 2.44 | 7.02 | 6.31 |