3D Hand Pose Estimation On Ho 3D V3
評価指標
AUC_J
AUC_V
F@15mm
F@5mm
PA-MPJPE
PA-MPVPE
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
比較表
| モデル名 | AUC_J | AUC_V | F@15mm | F@5mm | PA-MPJPE | PA-MPVPE |
|---|---|---|---|---|---|---|
| artiboost-boosting-articulated-3d-hand-object | 0.785 | 0.792 | 0.946 | 0.507 | 10.8 | 10.4 |
| hmp-hand-motion-priors-for-pose-and-shape | - | - | - | - | 10.1 | - |
| handsformer-keypoint-transformer-for | 0.785 | - | - | - | 10.9 | - |
| uv-based-3d-hand-object-reconstruction-with | - | - | - | - | 10.8 | 10.4 |
| a-probabilistic-attention-model-with | 0.826 | 0.834 | 0.964 | 0.593 | 8.7 | 8.3 |
| mmhmr-generative-masked-modeling-for-hand | 0.860 | 0.860 | 0.984 | 0.663 | 7.0 | 7.0 |
| model-based-3d-hand-reconstruction-via-self | 0.769 | 0.778 | 0.932 | 0.448 | 11.5 | 11.1 |
| hamba-single-view-3d-hand-reconstruction-with | 0.861 | 0.864 | 0.982 | 0.681 | 6.9 | 6.8 |