| Authors | Karim Abou Zeid |
| Paper title | Joint Transformer |
| Publication venue | HANDS@ICCVW |
| Publication year | 2023 |
| URL | https://sites.google.com/view/hands2023/program |
| Additional Information | Processes only a single frame at a time (same as ArcticNet-SF). Uses a ViT backbone and cross attention from every joint to the backbone outputs. Trained and evaluated with official ARCTIC codebase. Code: https://github.com/kabouzeid/JointTransformer |
| AAE | 3.95 |
| MPJPE_RA_H | 17.12 |
| MPJPE_RA_L | 0.00 |
| MPJPE_RA_R | 0.00 |
| MRRPE_R_L | 36.17 |
| MRRPE_R_O | 28.18 |
| SUCCESS_RATE | 89.79 |
| CDEV_HO | 27.97 |
| MDEV_H | 8.93 |
| ACC_H | 6.08 |
| ACC_O | 5.79 |
| AVG_HO | 0.00 |
| AVG_OH | 0.00 |
| ACC_OH | 0.00 |
| ACC_HO | 0.00 |
| CD_H | 0.00 |
| CD_ICP | 0.00 |
| CD_L | 0.00 |
| CD_R | 0.00 |
| F10_ICP | 0.00 |
| F5_ICP | 0.00 |
| AAE | 4.44 |
| MPJPE_RA_H | 16.33 |
| MPJPE_RA_L | 0.00 |
| MPJPE_RA_R | 0.00 |
| MRRPE_R_L | 26.07 |
| MRRPE_R_O | 26.22 |
| SUCCESS_RATE | 74.07 |
| CDEV_HO | 32.56 |
| MDEV_H | 11.34 |
| ACC_H | 5.52 |
| ACC_O | 8.68 |
| AVG_HO | 0.00 |
| AVG_OH | 0.00 |
| ACC_OH | 0.00 |
| ACC_HO | 0.00 |
| CD_H | 0.00 |
| CD_ICP | 0.00 |
| CD_L | 0.00 |
| CD_R | 0.00 |
| F10_ICP | 0.00 |
| F5_ICP | 0.00 |