Facial Recognition and Modelling on AFLW-19
Metric: NME_diag (%, Frontal) (higher is better)
Metric: NME_diag (%, Frontal) (higher is better)
| # | Model↕ | NME_diag (%, Frontal)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CFSS | 2.68 | No | - | - | Code |
| 2 | CCL | 2.17 | No | - | - | - |
| 3 | SAN | 1.85 | No | Style Aggregated Network for Facial Landmark Det... | 2018-03-12 | Code |
| 4 | DAC-CSR | 1.81 | No | Dynamic Attention-controlled Cascaded Shape Regr... | 2016-11-16 | - |
| 5 | LAB (w/o B) | 1.62 | No | Look at Boundary: A Boundary-Aware Face Alignmen... | 2018-05-26 | Code |
| 6 | HR-Net | 1.46 | No | High-Resolution Representations for Labeling Pix... | 2019-04-09 | Code |
| 7 | AnchorFace | 1.38 | No | AnchorFace: An Anchor-based Facial Landmark Dete... | 2020-07-07 | Code |
| 8 | MHHN | 1.19 | No | Robust Face Alignment by Multi-order High-precis... | 2020-10-17 | - |
| 9 | LUVLi | 1.19 | No | LUVLi Face Alignment: Estimating Landmarks' Loca... | 2020-04-06 | Code |
| 10 | LAB (w/ B) | 1.14 | Yes | Look at Boundary: A Boundary-Aware Face Alignmen... | 2018-05-26 | Code |
| 11 | SHR-FAN | 1.12 | Yes | Subpixel Heatmap Regression for Facial Landmark ... | 2021-11-03 | - |
| 12 | FASE | 0.9 | No | - | - | - |
| 13 | FaRL-B (epoch 16) | 0.821 | Yes | General Facial Representation Learning in a Visu... | 2021-12-06 | Code |
| 14 | FiFA | 0.8 | No | Fiducial Focus Augmentation for Facial Landmark ... | 2024-02-23 | - |