Metric: Best-Hypothesis PMPJPE (n = 25) (higher is better)
| # | Model↕ | Best-Hypothesis PMPJPE (n = 25)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | HMR (2D Vis, by MHEntropy) | 85.2 | No | End-to-end Recovery of Human Shape and Pose | 2017-12-18 | Code |
| 2 | ProHMR (2D Vis, by MHEntropy) | 82.6 | No | Probabilistic Modeling for Human Mesh Recovery | 2021-08-26 | Code |
| 3 | SMPL-CVAE | 75.1 | No | 3D Multi-bodies: Fitting Sets of Plausible 3D Hu... | 2020-11-02 | - |
| 4 | SMPL-MDN (by 3D Multi-bodies) | 69.5 | No | Generating Multiple Hypotheses for 3D Human Pose... | 2019-04-11 | Code |
| 5 | MHEntropy (2D Vis) | 66.4 | No | - | - | Code |
| 6 | 3D Multi-bodies | 64.2 | No | 3D Multi-bodies: Fitting Sets of Plausible 3D Hu... | 2020-11-02 | - |
| 7 | ProHMR | 60.1 | No | Probabilistic Modeling for Human Mesh Recovery | 2021-08-26 | Code |
| 8 | MHEntropy (3D) | 50.6 | No | - | - | Code |