Metric: PA-MPJPE (higher is better)
| # | Model↕ | PA-MPJPE▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | S2HAND | 11.5 | No | Model-based 3D Hand Reconstruction via Self-Supe... | 2021-03-22 | Code |
| 2 | KPT-Transformer | 10.9 | No | Keypoint Transformer: Solving Joint Identificati... | 2021-04-29 | Code |
| 3 | ArtiBoost | 10.8 | No | ArtiBoost: Boosting Articulated 3D Hand-Object P... | 2021-09-12 | Code |
| 4 | Yu et al. | 10.8 | No | UV-Based 3D Hand-Object Reconstruction with Gras... | 2022-11-24 | - |
| 5 | HMP | 10.1 | No | HMP: Hand Motion Priors for Pose and Shape Estim... | 2023-12-27 | - |
| 6 | AMVUR | 8.7 | No | A Probabilistic Attention Model with Occlusion-a... | 2023-04-27 | Code |
| 7 | MaskHand | 7 | No | MMHMR: Generative Masked Modeling for Hand Mesh ... | 2024-12-18 | - |
| 8 | Hamba | 6.9 | No | Hamba: Single-view 3D Hand Reconstruction with G... | 2024-07-12 | Code |