3D on WFW (Extra Data)
Metric: NME (inter-ocular) (higher is better)
Metric: NME (inter-ocular) (higher is better)
| # | Model↕ | NME (inter-ocular)▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | VGG-F | 4.57 | Yes | Pre-training strategies and datasets for facial ... | 2021-03-30 | Code |
| 2 | ATF | 4.49 | Yes | - | - | Code |
| 3 | LUVLi | 4.37 | No | LUVLi Face Alignment: Estimating Landmarks' Loca... | 2020-04-06 | Code |
| 4 | Awing | 4.36 | No | Adaptive Wing Loss for Robust Face Alignment via... | 2019-04-16 | Code |
| 5 | AnchoFace | 4.32 | No | AnchorFace: An Anchor-based Facial Landmark Dete... | 2020-07-07 | Code |
| 6 | ADNet | 4.14 | No | ADNet: Leveraging Error-Bias Towards Normal Dire... | 2021-09-13 | Code |
| 7 | SPLT | 4.14 | No | Sparse Local Patch Transformer for Robust Face A... | 2022-03-13 | Code |
| 8 | HIH | 4.08 | No | HIH: Towards More Accurate Face Alignment via He... | 2021-04-07 | Code |
| 9 | SPIGA | 4.06 | No | Shape Preserving Facial Landmarks with Graph Att... | 2022-10-13 | Code |
| 10 | FaRL-B (epoch 16) | 3.96 | Yes | General Facial Representation Learning in a Visu... | 2021-12-06 | Code |
| 11 | SH-FAN | 3.72 | Yes | Subpixel Heatmap Regression for Facial Landmark ... | 2021-11-03 | - |