Metric: Error rate (lower is better)
| # | Model↕ | Error rate▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MNN+ORB (Reannotated) | 2.58 | No | Multi-task head pose estimation in-the-wild | 2020-12-22 | Code |
| 2 | Nonlinear 3D Face Morphable Model | 4.7 | No | Nonlinear 3D Face Morphable Model | 2018-04-11 | Code |
| 3 | MCL | 5.38 | No | Deep Multi-Center Learning for Face Alignment | 2018-08-05 | Code |
| 4 | 3DDFA | 5.42 | No | Face Alignment Across Large Poses: A 3D Solution | 2015-11-23 | - |
| 5 | Dlib (68 points) | 10.545 | No | - | - | - |