6DoF Head Pose Estimation on BIWI (test)
3.05Yaw ErrorTriNet
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| TriNetreference_system_alignment=false2024.07 | 3.05 | 4.76 | 4.11 | 3.97 | — | — | — | — | — | — | |
| PerspNet+reference_system_alignment=false2024.07 | 3.06 | 3.48 | 2.12 | 2.89 | 5.61 | 7.82 | 8.08 | 28.39 | 14.76 | 33.68 | |
| PerspNet+reference_system_alignment=true2024.07 | 3.06 | 3.48 | 2.12 | 2.89 | 5.61 | 3.13 | 4 | 29.8 | 12.31 | 32 | |
| PerspNetreference_system_alignment=false2024.07 | 3.1 | 3.37 | 2.38 | 2.95 | — | 4.15 | 6.43 | 46.69 | 19.09 | 100.09 | |
| TRGv2reference_system_alignment=false2024.07 | 3.12 | 3.6 | 1.9 | 2.87 | 5.73 | 7.64 | 6.67 | 26.37 | 13.56 | 31.35 | |
| TRGv2reference_system_alignment=true2024.07 | 3.12 | 3.6 | 1.9 | 2.87 | 5.73 | 2.99 | 4.13 | 26.89 | 11.33 | 29.25 | |
| 6DRepNetreference_system_alignment=false2024.07 | 3.24 | 4.48 | 2.68 | 3.47 | — | — | — | — | — | — | |
| MFDNetreference_system_alignment=false2024.07 | 3.4 | 4.68 | 2.77 | 3.62 | — | — | — | — | — | — | |
| WHENet-Vreference_system_alignment=false2024.07 | 3.6 | 4.1 | 2.73 | 3.48 | — | — | — | — | — | — | |
| MPCreference_system_alignment=false2024.07 | 3.67 | 3.26 | 2.16 | 3.03 | — | — | — | — | — | — | |
| DAD-3DNetreference_system_alignment=false2024.07 | 3.79 | 5.24 | 2.92 | 3.98 | — | — | — | — | — | — | |
| TokenHPEreference_system_alignment=false2024.07 | 3.95 | 4.51 | 2.71 | 3.72 | — | — | — | — | — | — | |
| MNNreference_system_alignment=false2024.07 | 3.98 | 4.61 | 2.39 | 3.66 | — | — | — | — | — | — | |
| EVA-GCNreference_system_alignment=false2024.07 | 4.01 | 4.78 | 2.98 | 3.92 | — | — | — | — | — | — | |
| QuatNetreference_system_alignment=false2024.07 | 4.01 | 5.49 | 2.94 | 4.15 | — | — | — | — | — | — | |
| RetinaFacereference_system_alignment=false2024.07 | 4.07 | 6.42 | 2.97 | 4.49 | — | — | — | — | — | — | |
| Liu et al.reference_system_alignment=false2024.07 | 4.12 | 5.61 | 3.15 | 4.29 | — | — | — | — | — | — | |
| Cao et al.reference_system_alignment=false2024.07 | 4.21 | 3.52 | 3.1 | 3.61 | — | — | — | — | — | — | |
| FSA-Netreference_system_alignment=false2024.07 | 4.27 | 4.96 | 2.76 | 4 | 7.64 | — | — | — | — | — | |
| FDNreference_system_alignment=false2024.07 | 4.52 | 4.7 | 2.56 | 3.93 | — | — | — | — | — | — | |
| HPEreference_system_alignment=false2024.07 | 4.57 | 5.18 | 3.12 | 4.29 | — | — | — | — | — | — | |
| img2posereference_system_alignment=false2024.07 | 4.57 | 3.55 | 3.24 | 3.79 | 7.1 | — | — | — | — | — | |
| Cobo et al. (6D)reference_system_alignment=false2024.07 | 4.58 | 4.65 | 2.71 | 3.98 | 7.3 | — | — | — | — | — | |
| HopeNetreference_system_alignment=false2024.07 | 4.81 | 6.61 | 3.27 | 4.89 | 9.53 | — | — | — | — | — | |
| MICAreference_system_alignment=false2024.07 | 5.4 | 7.17 | 3.8 | 5.46 | — | 9.32 | 13.66 | 60.13 | 27.7 | 68.03 | |
| 3DDFAreference_system_alignment=false2024.07 | 5.5 | 41.9 | 13.22 | 19.07 | — | — | — | — | — | — | |
| Refined Pix2Posereference_system_alignment=false2024.07 | 5.75 | 5.06 | 11.23 | 7.35 | — | 16.82 | 21.3 | 255.36 | 97.83 | 356.32 | |
| JMLR+reference_system_alignment=false2024.07 | 6.31 | 6.17 | 3.72 | 5.4 | 8.61 | 8.66 | 7.27 | 32.63 | 16.19 | 39.71 | |
| JMLR+reference_system_alignment=true2024.07 | 6.31 | 6.17 | 3.72 | 5.4 | 8.61 | 3.77 | 4.59 | 31.65 | 15.25 | 35.54 | |
| Dlibreference_system_alignment=false2024.07 | 11.86 | 13 | 19.56 | 14.81 | — | — | — | — | — | — | |
| Direct 6DoF Regressreference_system_alignment=false2024.07 | 16.49 | 14.03 | 5.81 | 12.11 | — | 62.36 | 85.01 | 366.52 | 171.3 | 562.38 |