AFLW
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Facial Landmark Detection | AFLW Full | NME0.0156 | 101 | |
| Face Alignment | AFLW 2000-3D 68 pts (test) | Mean NME3.2 | 82 | |
| Face Alignment | AFLW 21 pts (test) | NME [0, 30]2.71 | 55 | |
| Landmark Localization | AFLW (test) | NME (%)1.59 | 54 | |
| Head Pose Estimation | AFLW 3D 2000 (test) | MAE (Yaw)2.65 | 44 | |
| Head Pose Estimation | AFLW2000 (test) | Overall MAE3.97 | 42 | |
| Facial Landmark Detection | AFLW Front | NME1.14 | 38 | |
| Face Alignment | AFLW 21 landmarks | NME2.06 | 37 | |
| Face Alignment | AFLW2000-3D (test) | NME (Full height)2.58 | 29 | |
| Face Alignment | AFLW Frontal 19 landmarks (test) | NMEdiag0.82 | 26 | |
| 3D Face Reconstruction | AFLW2000-3D | NME0.0316 | 26 | |
| Facial Landmark Detection | AFLW Full (test) | Average Error1.39 | 26 | |
| Face Alignment | AFLW 19 | NMEdiag0.943 | 22 | |
| Face Alignment | AFLW Frontal | NME (%)1.14 | 22 | |
| Head Pose Estimation | AFLW2000-3D | Yaw MAE2.65 | 20 | |
| Facial Landmark Detection | AFLW Full | NME (diag)0.92 | 19 | |
| Head Pose Estimation | AFLW2000 | Euler Yaw Error3.03 | 16 | |
| Facial Landmark Detection | AFLW Frontal | NME (diag)0.8 | 15 | |
| Face Alignment | AFLW Full 19 landmarks (test) | Mean Error0.0153 | 15 | |
| Facial Landmark Localization | AFLW-19 | NME diag1.12 | 14 | |
| Face Alignment | AFLW frontal 19 landmarks | NME1.19 | 13 | |
| Face Alignment | AFLW 19 landmarks (full) | NME1.38 | 13 | |
| Face orientation estimation | AFLW2000-3D (test) | Yaw Error2.99 | 12 | |
| Head Pose Estimation | AFLW2000 (val) | Yaw Error3.08 | 12 | |
| Face Alignment | AFLW-19 Frontal | NMEdiag0.821 | 12 |
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