3D Face Reconstruction on REALY (frontal-view)
1.275Overall ErrorHiFace
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| HiFaceGroup=Detail2023.03 | 1.275 | 1.036 | 1.45 | 1.324 | 1.291 | — | — | — | — | |
| HiFaceGroup=Detail, Ablation=w/o dynamic factors2023.03 | 1.292 | 1.069 | 1.469 | 1.358 | 1.27 | — | — | — | — | |
| HiFaceGroup=Detail, Ablation=w/o static factors2023.03 | 1.295 | 1.055 | 1.469 | 1.336 | 1.319 | — | — | — | — | |
| HiFaceGroup=Coarse2023.03 | 1.297 | 1.054 | 1.461 | 1.331 | 1.342 | — | — | — | — | |
| PRDLfull_method=true2023.12 | 1.436 | — | — | — | — | 1.586 | 1.238 | 1.81 | 1.111 | |
| PRDLdata_config=w/o Syn. Data2023.12 | 1.468 | — | — | — | — | 1.592 | 1.339 | 1.823 | 1.119 | |
| HRNGroup=Detail2023.03 | 1.537 | 1.722 | 1.357 | 1.995 | 1.072 | — | — | — | — | |
| HRN2023.04 | 1.537 | — | — | — | — | 1.722 | 1.357 | 1.995 | 1.072 | |
| HRN2023.12 | 1.537 | — | — | — | — | 1.722 | 1.357 | 1.995 | 1.072 | |
| HiFaceGroup=Coarse, Synthetic Data=Excluded2023.03 | 1.558 | 1.227 | 1.787 | 1.454 | 1.762 | — | — | — | — | |
| PRDLloss_config=w/o Lprdl2023.12 | 1.568 | — | — | — | — | 1.671 | 1.46 | 2.001 | 1.142 | |
| HiFaceGroup=Detail, Synthetic Data=Excluded2023.03 | 1.6 | 1.465 | 1.79 | 1.528 | 1.618 | — | — | — | — | |
| Deep3DGroup=Coarse2023.03 | 1.657 | 1.719 | 1.368 | 2.015 | 1.528 | — | — | — | — | |
| Deep3D2023.04 | 1.657 | — | — | — | — | 1.719 | 1.368 | 2.015 | 1.528 | |
| Deep3D2023.12 | 1.657 | — | — | — | — | 1.719 | 1.368 | 2.015 | 1.528 | |
| AlbedoGAN2023.04 | 1.746 | — | — | — | — | 1.656 | 2.087 | 2.102 | 1.141 | |
| MGCNetGroup=Coarse2023.03 | 1.774 | 1.771 | 1.417 | 2.268 | 1.639 | — | — | — | — | |
| MGCNet2023.12 | 1.774 | — | — | — | — | 1.771 | 1.417 | 2.268 | 1.639 | |
| GANFit2023.04 | 1.868 | — | — | — | — | 1.928 | 1.812 | 2.402 | 1.329 | |
| SADRNetGroup=Coarse2023.03 | 1.913 | 1.791 | 1.591 | 2.413 | 1.856 | — | — | — | — | |
| 3DDFA-v2Group=Coarse2023.03 | 1.926 | 1.903 | 1.597 | 2.447 | 1.757 | — | — | — | — | |
| 3DDFA-v22023.12 | 1.926 | — | — | — | — | 1.903 | 1.597 | 2.447 | 1.757 | |
| DECAGroup=Coarse2023.03 | 2.01 | 1.694 | 2.516 | 2.394 | 1.479 | — | — | — | — | |
| DECA2023.04 | 2.01 | — | — | — | — | 1.697 | 2.516 | 2.394 | 1.479 | |
| DECA2023.12 | 2.01 | — | — | — | — | 1.694 | 2.516 | 2.394 | 1.479 | |
| PRNet2023.04 | 2.013 | — | — | — | — | 1.923 | 1.838 | 2.429 | 1.863 | |
| PRNet2023.12 | 2.013 | — | — | — | — | 1.923 | 1.838 | 2.429 | 1.863 | |
| EMOCAGroup=Coarse2023.03 | 2.103 | 1.868 | 2.679 | 2.426 | 1.438 | — | — | — | — | |
| EMOCA2023.04 | 2.103 | — | — | — | — | 1.868 | 2.679 | 2.426 | 1.438 | |
| MICAGroup=Coarse2023.03 | 2.134 | 1.585 | 3.478 | 2.374 | 1.099 | — | — | — | — | |
| MICA2023.04 | 2.134 | — | — | — | — | 1.585 | 3.478 | 2.374 | 1.099 | |
| DECAGroup=Detail2023.03 | 2.21 | 2.138 | 2.802 | 2.457 | 1.443 | — | — | — | — | |
| RingNet2023.04 | 2.258 | — | — | — | — | 1.934 | 2.074 | 2.995 | 2.028 | |
| EMOCAGroup=Detail2023.03 | 2.388 | 2.532 | 2.929 | 2.595 | 1.495 | — | — | — | — |