Table 2.
Comparison of different methods. All positional errors in mm; acceleration error (Accel) in mm/s2.
| Model | Dataset | MPJPE | PA-MPJPE | MPVE | Accel |
|---|---|---|---|---|---|
| PoseFormer32 | H3WB | 55.2 | 45.1 | 68.4 | 12.8 |
| AGORA | 62.4 | 52.6 | 75.6 | 15.3 | |
| AthletePose3D | 68.7 | 58.3 | 82.1 | 18.7 | |
| MixSTE33 | H3WB | 52.1 | 42.3 | 65.3 | 11.5 |
| AGORA | 59.3 | 49.8 | 72.1 | 14.1 | |
| AthletePose3D | 65.2 | 55.6 | 78.9 | 17.2 | |
| MHFormer34 | H3WB | 50.8 | 41.0 | 63.7 | 10.9 |
| AGORA | 57.0 | 47.5 | 69.8 | 13.4 | |
| AthletePose3D | 62.8 | 53.2 | 75.6 | 16.5 | |
| Proposed | H3WB | 48.5 | 39.2 | 60.2 | 7.3 |
| AGORA | 54.2 | 45.0 | 66.5 | 8.9 | |
| AthletePose3D | 59.3 | 50.8 | 72.1 | 10.2 |