Metric: Mean mAP (higher is better)
| # | Model↕ | Mean mAP▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | AdaPose | 93.38 | Yes | - | - | Code |
| 2 | SPiKE | 89.19 | No | SPiKE: 3D Human Pose from Point Cloud Sequences | 2024-09-03 | Code |
| 3 | DECA-D3 | 88.75 | No | DECA: Deep viewpoint-Equivariant human pose esti... | 2021-08-19 | Code |
| 4 | V2V-PoseNet | 88.74 | No | V2V-PoseNet: Voxel-to-Voxel Prediction Network f... | 2017-11-20 | Code |
| 5 | A2J | 88 | No | A2J: Anchor-to-Joint Regression Network for 3D A... | 2019-08-27 | Code |
| 6 | REN | 84.9 | No | Towards Good Practices for Deep 3D Hand Pose Est... | 2017-07-23 | - |
| 7 | Multi-task learning + viewpoint invariance | 77.4 | No | Towards Viewpoint Invariant 3D Human Pose Estima... | 2016-03-23 | Code |