| 3D face reconstruction with dense landmarks | | 0.81 | 1.01 | 0.84 | DenseLandmarks (Multi-view) | 2022-04-06 |
| Towards Metrical Reconstruction of Human Faces | ✓ Link | 0.90 | 1.11 | 0.92 | MICA | 2022-04-13 |
| 3D face reconstruction with dense landmarks | | 1.02 | 1.28 | 1.08 | DenseLandmarks (Single-view) | 2022-04-06 |
| Robust Model-based Face Reconstruction through Weakly-Supervised Outlier Segmentation | ✓ Link | 1.04 | 1.30 | 1.10 | FOCUS | 2021-06-17 |
| Learning an Animatable Detailed 3D Face Model from In-The-Wild Images | ✓ Link | 1.09 | 1.38 | 1.18 | DECA | 2020-12-07 |
| Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set | ✓ Link | 1.11 | 1.41 | 1.21 | Deep3DFaceRecon PyTorch | 2019-03-20 |
| Collaborative Regression of Expressive Bodies using Moderation | ✓ Link | 1.18 | 1.49 | 1.25 | PIXIE | 2021-05-11 |
| Learning a model of facial shape and expression from 4D scans | ✓ Link | 1.21 | 1.53 | 1.31 | FLAME template | 2017-11-01 |
| Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision | ✓ Link | 1.21 | 1.53 | 1.31 | RingNet | 2019-05-16 |
| Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set | ✓ Link | 1.23 | 1.54 | 1.29 | Deng et al. 2019 | 2019-03-20 |
| Towards Fast, Accurate and Stable 3D Dense Face Alignment | ✓ Link | 1.23 | 1.57 | 1.39 | 3DDFA_V2 | 2020-09-21 |
| Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing | | 1.26 | 1.57 | 1.31 | Dib et al. 2021 | 2021-03-29 |
| Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry | ✓ Link | 1.27 | 1.59 | 1.31 | SynergyNet | 2021-10-19 |
| Self-Supervised Monocular 3D Face Reconstruction by Occlusion-Aware Multi-view Geometry Consistency | ✓ Link | 1.31 | 1.87 | 2.63 | MGCNet | 2020-07-24 |
| Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network | ✓ Link | 1.50 | 1.98 | 1.88 | PRNet | 2018-03-21 |
| “Look Ma, no landmarks!” – Unsupervised, Model-based Dense Face Alignment | ✓ Link | 1.52 | 1.89 | 1.57 | UMDFA | |
| Regressing Robust and Discriminative 3D Morphable Models with a very Deep Neural Network | ✓ Link | 1.84 | 2.33 | 2.05 | 3DMM-CNN | 2016-12-15 |