Metric: NME_box (%, Full) (higher is better)
| # | Model↕ | NME_box (%, Full)▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SAN | 4.04 | No | Style Aggregated Network for Facial Landmark Det... | 2018-03-12 | Code |
| 2 | Wing | 3.56 | No | Wing Loss for Robust Facial Landmark Localisatio... | 2017-11-17 | Code |
| 3 | KDN | 2.8 | No | - | - | - |
| 4 | LUVLi | 2.28 | No | LUVLi Face Alignment: Estimating Landmarks' Loca... | 2020-04-06 | Code |
| 5 | SHR-FAN | 2.14 | Yes | Subpixel Heatmap Regression for Facial Landmark ... | 2021-11-03 | - |
| 6 | LLL | 1.97 | No | Laplace Landmark Localization | 2019-03-27 | - |
| 7 | 3FabRec | 1.84 | Yes | 3FabRec: Fast Few-shot Face alignment by Reconst... | 2019-11-24 | Code |
| 8 | FASE | 1.45 | No | - | - | - |
| 9 | FaRL-B (epoch 16) | 1.334 | Yes | General Facial Representation Learning in a Visu... | 2021-12-06 | Code |
| 10 | FiFA | 1.31 | No | Fiducial Focus Augmentation for Facial Landmark ... | 2024-02-23 | - |