Head Pose Estimation on BIWI cross-domain
2.24Yaw ErrorVGGT-HPE (Rel.)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| VGGT-HPE (Rel.)Data=S, Evaluation Protocol=Reported numbers2026.04 | 2.24 | 3.04 | 3.17 | 2.82 | |
| VGGT-HPE (Rel.)Data=S, Evaluation Protocol=Reproduced under shared MTCNN protocol2026.04 | 2.24 | 3.04 | 3.17 | 2.82 | |
| TRGData=M, Evaluation Protocol=Reported numbers2026.04 | 3.04 | 3.44 | 1.78 | 2.75 | |
| TriNetData=M, Evaluation Protocol=Reported numbers2026.04 | 3.05 | 4.76 | 4.11 | 3.97 | |
| PerspNetData=R, Evaluation Protocol=Reported numbers2026.04 | 3.1 | 3.37 | 2.38 | 2.95 | |
| 6DRepNetData=M, Evaluation Protocol=Reported numbers2026.04 | 3.24 | 4.48 | 2.68 | 3.47 | |
| WHENet-VData=M, Evaluation Protocol=Reported numbers2026.04 | 3.6 | 4.1 | 2.73 | 3.48 | |
| 6DRepNetData=M, Evaluation Protocol=Reproduced under shared MTCNN protocol2026.04 | 3.74 | 4.95 | 3.04 | 3.91 | |
| TokenHPEData=M, Evaluation Protocol=Reported numbers2026.04 | 3.95 | 4.51 | 2.71 | 3.72 | |
| MNNData=M, Evaluation Protocol=Reported numbers2026.04 | 3.98 | 4.61 | 2.39 | 3.66 | |
| EVA-GCNData=M, Evaluation Protocol=Reported numbers2026.04 | 4.01 | 4.78 | 2.98 | 3.92 | |
| QuatNetData=M, Evaluation Protocol=Reported numbers2026.04 | 4.01 | 5.49 | 2.94 | 4.15 | |
| RetinaFaceData=R, Evaluation Protocol=Reported numbers2026.04 | 4.07 | 6.42 | 2.97 | 4.49 | |
| Liu et al.Data=M, Evaluation Protocol=Reported numbers2026.04 | 4.12 | 5.61 | 3.15 | 4.29 | |
| Cao et al.Data=M, Evaluation Protocol=Reported numbers2026.04 | 4.21 | 3.52 | 3.1 | 3.61 | |
| FSA-NetData=M, Evaluation Protocol=Reported numbers2026.04 | 4.27 | 4.96 | 2.76 | 4 | |
| FDNData=M, Evaluation Protocol=Reported numbers2026.04 | 4.52 | 4.7 | 2.56 | 3.93 | |
| HPEData=M, Evaluation Protocol=Reported numbers2026.04 | 4.57 | 5.18 | 3.12 | 4.29 | |
| img2poseData=M, Evaluation Protocol=Reported numbers2026.04 | 4.57 | 3.55 | 3.24 | 3.79 | |
| Cobo et al.Data=M, Evaluation Protocol=Reported numbers2026.04 | 4.58 | 4.65 | 2.71 | 3.98 | |
| TRGData=M, Evaluation Protocol=Reproduced under shared MTCNN protocol2026.04 | 4.58 | 7.18 | 3.68 | 5.15 | |
| HopeNetData=M, Evaluation Protocol=Reported numbers2026.04 | 4.81 | 6.61 | 3.27 | 4.89 | |
| VGGT-HPE-AbsData=S, Evaluation Protocol=Reproduced under shared MTCNN protocol2026.04 | 4.9 | 7.01 | 3.53 | 5.15 | |
| 3DDFAData=M, Evaluation Protocol=Reported numbers2026.04 | 5.5 | 41.9 | 13.22 | 19.07 | |
| TokenHPE-v1Data=M, Evaluation Protocol=Reproduced under shared MTCNN protocol2026.04 | 5.57 | 6.23 | 3.79 | 5.2 | |
| DlibData=R, Evaluation Protocol=Reported numbers2026.04 | 11.86 | 13 | 19.56 | 14.81 |