Metric: PCK@0.05 (New Days) All (higher is better)
| # | Model↕ | PCK@0.05 (New Days) All▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ExtPose* | 59.6 | No | - | - | - |
| 2 | HaMeR* | 51.6 | No | Reconstructing Hands in 3D with Transformers | 2023-12-08 | Code |
| 3 | Hamba | 48.7 | No | Hamba: Single-view 3D Hand Reconstruction with G... | 2024-07-12 | Code |
| 4 | MaskHand | 48.7 | No | MMHMR: Generative Masked Modeling for Hand Mesh ... | 2024-12-18 | - |
| 5 | HaMeR | 48 | No | Reconstructing Hands in 3D with Transformers | 2023-12-08 | Code |
| 6 | MeshGraphormer | 16.8 | No | Mesh Graphormer | 2021-04-01 | Code |
| 7 | FrankMocap | 16.1 | No | FrankMocap: Fast Monocular 3D Hand and Body Moti... | 2020-08-19 | Code |
| 8 | METRO | 14.7 | No | End-to-End Human Pose and Mesh Reconstruction wi... | 2020-12-17 | Code |
| 9 | HandOccNet (no param) | 13.7 | No | HandOccNet: Occlusion-Robust 3D Hand Mesh Estima... | 2022-03-28 | - |
| 10 | HandOccNet (param) | 9.1 | No | HandOccNet: Occlusion-Robust 3D Hand Mesh Estima... | 2022-03-28 | - |