| Paper | Code | AP50 | AP75 | Validation AP | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation | ✓ Link | 89.7 | 80.1 | 74.1 | MIPNet (gt-bb) | 2021-01-27 |
| I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation | ✓ Link | 85 | 72.8 | 67.8 | I²R-Net (1st stage:TransPose-H) | 2022-06-22 |
| TransPose: Keypoint Localization via Transformer | ✓ Link | 82.7 | 67.1 | TransPose-H | 2020-12-28 | |
| HRFormer: High-Resolution Transformer for Dense Prediction | ✓ Link | 81.4 | 67.1 | 62.1 | HRFormer-B | 2021-10-18 |
| Single-Stage Multi-Person Pose Machines | ✓ Link | 67.5 | 53.2 | 47.6 | SPM | 2019-08-24 |
| CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark | ✓ Link | 40.8 | 29.9 | 27.5 | CrowdPose | 2018-12-02 |
| Simple Baselines for Human Pose Estimation and Tracking | ✓ Link | 37.4 | 26.8 | 24.1 | SimplePose | 2018-04-17 |
| Mask R-CNN | ✓ Link | 33.2 | 24.5 | 20.2 | Mask R-CNN | 2017-03-20 |