3D mesh prediction on Surreal (test)
56.5Surface Error (mm)DecoMR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DecoMR2020.06 | 56.5 | — | — | — | |
| BodyNet2020.06 | 73.6 | — | — | — | |
| Pretrained+Self-SupType=Learning based, Supervision=Supervised training (synthetic data), Self-supervised adaptation=true2017.12 | 74.5 | 64.4 | 203.9 | — | |
| Tung et al.2020.06 | 74.5 | — | — | — | |
| SMPLify++2020.06 | 75.3 | — | — | — | |
| PretrainedType=Learning based, Supervision=Supervised training only (synthetic data), Self-supervised adaptation=false2017.12 | 119.4 | 101.6 | 351.3 | — | |
| Optimization + R + TType=Direct optimization, Initialization=Ground-truth 3D rotation and translation2017.12 | 272.8 | 206.6 | 205.5 | — | |
| Optimization + RType=Direct optimization, Initialization=Ground-truth 3D rotation2017.12 | 301.1 | 222 | 294.9 | — | |
| OptimizationType=Direct optimization, Initialization=Random initialization2017.12 | 346.5 | 532.8 | 1,320.1 | — | |
| 3D-CODEDTemplate Dimensionality=3D2019.08 | — | — | — | 1.33 | |
| Patch Deformation LearningLearning Module=Patch Deformation, Template Dimensionality=2D2019.08 | — | — | — | 1.72 | |
| Patch Deformation LearningLearning Module=Patch Deformation, Template Dimensionality=3D2019.08 | — | — | — | 1.17 | |
| Patch Deformation LearningLearning Module=Patch Deformation, Template Dimensionality=10D2019.08 | — | — | — | 1.01 | |
| Point Translation LearningLearning Module=Point Translation, Template Dimensionality=2D2019.08 | — | — | — | 1.55 | |
| Point Translation LearningLearning Module=Point Translation, Template Dimensionality=3D2019.08 | — | — | — | 1.11 | |
| Point Translation LearningLearning Module=Point Translation, Template Dimensionality=10D2019.08 | — | — | — | 1.01 |