Head Pose Estimation on AFLW
3Yaw MAEVGGHeads
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VGGHeadsEnd to End=true, 3DMM=true2024.07 | 3 | 4.91 | 3.37 | 3.76 | |
| DAD-3DHeadsEnd to End=false, 3DMM=true2024.07 | 3.08 | 4.76 | 3.15 | 3.66 | |
| 6DRepNetEnd to End=false, 3DMM=false2024.07 | 3.27 | 4.58 | 2.98 | 3.61 | |
| SynergyNetEnd to End=false, 3DMM=true2024.07 | 3.42 | 4.09 | 2.55 | 3.35 | |
| Img2PoseEnd to End=true, 3DMM=false2024.07 | 3.43 | 5.03 | 3.28 | 3.91 | |
| QuatNet2022.02 | 3.93 | 4.31 | 2.59 | 3.61 | |
| MNN2022.02 | 4.16 | 3.07 | 2.43 | 3.22 | |
| 3DDFA-V2End to End=false, 3DMM=true2024.07 | 4.3 | 8.48 | 9.89 | 7.56 | |
| RetinaFaceEnd to End=true, 3DMM=false2024.07 | 5.1 | 9.64 | 3.92 | 6.22 | |
| CCR2022.02 | 5.22 | 5.85 | 2.51 | 4.52 | |
| 3DDFAEnd to End=false, 3DMM=true2024.07 | 5.4 | 8.53 | 7.39 | 7.39 | |
| Amador et al.2022.02 | 5.59 | 4.79 | 2.83 | 4.4 | |
| GLDL2022.02 | 6 | 5.31 | 3.75 | 5.02 | |
| HF-ResNet2022.02 | 6.24 | 5.33 | 3.29 | 4.95 | |
| HopeNet2022.02 | 6.26 | 5.89 | 3.82 | 5.32 | |
| Kepler2022.02 | 6.45 | 5.85 | 8.75 | 7.01 | |
| HopeNetEnd to End=false, 3DMM=false2024.07 | 6.47 | 6.56 | 5.44 | 6.16 | |
| RingNetEnd to End=false, 3DMM=true2024.07 | 6.92 | 4.39 | 13.51 | 8.27 | |
| Hyperface2022.02 | 7.61 | 6.13 | 3.92 | 5.88 | |
| FAb-Net2022.02 | 10.7 | 7.13 | 5.14 | 7.65 | |
| DlibEnd to End=false, 3DMM=false2024.07 | 18.27 | 12.6 | 9 | 13.29 |