| Fiducial Focus Augmentation for Facial Landmark Detection | | 0.92 | 0.80 | 1.31 | 81.8 | FiFA | 2024-02-23 |
| General Facial Representation Learning in a Visual-Linguistic Manner | ✓ Link | 0.943 | 0.821 | 1.334 | 81.3 | FaRL-B (epoch 16) | 2021-12-06 |
| Exploring StyleGAN Latent Space for Face Alignment with Limited Training Data | | 1.02 | 0.90 | 1.45 | 79.1 | FASE | 2022-09-16 |
| Look at Boundary: A Boundary-Aware Face Alignment Algorithm | ✓ Link | 1.25 | 1.14 | | | LAB (w/ B) | 2018-05-26 |
| Subpixel Heatmap Regression for Facial Landmark Localization | | 1.31 | 1.12 | 2.14 | 70.0 | SHR-FAN | 2021-11-03 |
| Towards Accurate Facial Landmark Detection via Cascaded Transformers | | 1.37 | | | | DTLD+ | 2022-08-23 |
| Robust Face Alignment by Multi-order High-precision Hourglass Network | | 1.38 | 1.19 | | | MHHN | 2020-10-17 |
| LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood | ✓ Link | 1.39 | 1.19 | 2.28 | 68.0 | LUVLi | 2020-04-06 |
| Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild | ✓ Link | 1.42 | | | | PIPNet (ResNet-101) | 2020-03-08 |
| Pre-training strategies and datasets for facial representation learning | ✓ Link | 1.55 | | | | VGG-F | 2021-03-30 |
| ATF: Towards Robust Face Alignment via Leveraging Similarity and Diversity across Different Datasets | ✓ Link | 1.55 | | | | ATF | 2020-10-12 |
| AnchorFace: An Anchor-based Facial Landmark Detector Across Large Poses | ✓ Link | 1.56 | 1.38 | | | AnchorFace | 2020-07-07 |
| High-Resolution Representations for Labeling Pixels and Regions | ✓ Link | 1.57 | 1.46 | | | HR-Net | 2019-04-09 |
| Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks | ✓ Link | 1.65 | | 3.56 | 53.5 | Wing | 2017-11-17 |
| Look at Boundary: A Boundary-Aware Face Alignment Algorithm | ✓ Link | 1.85 | 1.62 | | | LAB (w/o B) | 2018-05-26 |
| Direct Shape Regression Networks for End-to-End Face Alignment | | 1.86 | | | | DSRN | 2018-06-01 |
| Style Aggregated Network for Facial Landmark Detection | ✓ Link | 1.91 | 1.85 | 4.04 | 54.0 | SAN | 2018-03-12 |
| Dynamic Attention-controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-set Sample Weighting | | 2.21 | 1.81 | | | DAC-CSR | 2016-11-16 |
| Unconstrained Face Alignment via Cascaded Compositional Learning | | 2.72 | 2.17 | | | CCL | 2016-06-01 |
| Face alignment by coarse-to-fine shape searching | ✓ Link | 3.92 | 2.68 | | | CFSS | 2015-06-07 |
| 3FabRec: Fast Few-shot Face alignment by Reconstruction | ✓ Link | | | 1.84 | | 3FabRec | 2019-11-24 |
| Laplace Landmark Localization | | | | 1.97 | | LLL | 2019-03-27 |
| Face Alignment With Kernel Density Deep Neural Network | | | | 2.80 | 60.3 | KDN | 2019-10-01 |