3D Face Reconstruction on NoW face challenge (test)
0.9Median Error (mm)MICA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MICA2021.06 | 0.9 | 1.11 | 0.92 | |
| MICA2023.04 | 0.9 | 1.11 | 0.92 | |
| AlbedoGAN2023.04 | 0.97 | 1.21 | 1.02 | |
| Wood et al.2021.06 | 1.02 | 1.28 | 1.08 | |
| FOCUS-MPmisfit prior=true2021.06 | 1.02 | 1.28 | 1.09 | |
| FOCUS2021.06 | 1.04 | 1.3 | 1.1 | |
| L_baseEvaluation Mode=Inference-based2023.10 | 1.0662 | 1.3432 | 1.1405 | |
| L_full (Ours)Evaluation Mode=Optimization2023.10 | 1.0818 | 1.3693 | 1.1724 | |
| L_compact (Ours)Evaluation Mode=Optimization2023.10 | 1.0825 | 1.37 | 1.1724 | |
| L_baseEvaluation Mode=Optimization2023.10 | 1.0865 | 1.376 | 1.178 | |
| PSL - L_compact (Ours)Evaluation Mode=Inference-based2023.10 | 1.089 | 1.368 | 1.1477 | |
| DECAPrior Type=FLAME2022.12 | 1.09 | 1.38 | 1.18 | |
| DECA2021.06 | 1.09 | 1.38 | 1.18 | |
| DECA2023.04 | 1.09 | 1.38 | 1.18 | |
| PSL - L_full (Ours)Evaluation Mode=Inference-based2023.10 | 1.0902 | 1.3661 | 1.1453 | |
| Initialization (DECA)Evaluation Mode=Optimization2023.10 | 1.0936 | 1.3815 | 1.1829 | |
| EMOCAEvaluation Mode=Inference-based2023.10 | 1.0936 | 1.3815 | 1.1829 | |
| SPECTREEvaluation Mode=Inference-based2023.10 | 1.0936 | 1.3815 | 1.1829 | |
| DECAEvaluation Mode=Inference-based2023.10 | 1.0936 | 1.3815 | 1.1829 | |
| Deep3D2023.04 | 1.11 | 1.41 | 1.21 | |
| RingNetPrior Type=FLAME2022.12 | 1.21 | 1.54 | 1.31 | |
| RingNet2021.06 | 1.21 | 1.53 | 1.31 | |
| RingNet2019.05 | 1.23 | 1.55 | 1.32 | |
| 3DDFA-V2Prior Type=3DMM2022.12 | 1.23 | 1.57 | 1.39 | |
| Deep3D2021.06 | 1.23 | 1.54 | 1.29 | |
| 3DDFA V22021.06 | 1.23 | 1.57 | 1.39 | |
| FLAME-neutral2019.05 | 1.24 | 1.57 | 1.34 | |
| Dib et al.2021.06 | 1.26 | 1.57 | 1.31 | |
| SynergyNet2021.06 | 1.27 | 1.59 | 1.31 | |
| MGCNet2021.06 | 1.31 | 1.87 | 2.63 | |
| PRNetPrior Type=3DMM2022.12 | 1.5 | 1.98 | 1.88 | |
| PRNet2021.06 | 1.5 | 1.98 | 1.88 | |
| PRNet2019.05 | 1.51 | 1.99 | 1.9 | |
| E3DGEPrior Type=3D GAN2022.12 | 1.7 | 2.08 | 1.67 | |
| 3DMM-CNN2019.05 | 1.83 | 2.33 | 2.05 | |
| 3DMM-CNNPrior Type=3DMM2022.12 | 1.84 | 2.33 | 2.05 | |
| 3DMM-CNN2021.06 | 1.84 | 2.33 | 2.05 | |
| Wu et al.Prior Type=Model Free2022.12 | 2.64 | 3.29 | 2.86 |