Metric: APL (higher is better)
| # | Model↕ | APL▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SCIO (HRNet-48) | 84.2 | No | Self-Constrained Inference Optimization on Struc... | 2022-07-06 | - |
| 2 | HigherHRNet (ScaleNet_P4) | 77.2 | No | ScaleNAS: One-Shot Learning of Scale-Aware Repre... | 2020-11-30 | - |
| 3 | SMPR (HR-Net-32) | 77.2 | No | SMPR: Single-Stage Multi-Person Pose Regression | 2020-06-28 | Code |
| 4 | HigherHRNet (HR-Net-48) | 75.8 | No | HigherHRNet: Scale-Aware Representation Learning... | 2019-08-27 | Code |
| 5 | PersonLab | 75.5 | No | PersonLab: Person Pose Estimation and Instance S... | 2018-03-22 | Code |
| 6 | SPM | 73.1 | No | Single-Stage Multi-Person Pose Machines | 2019-08-24 | Code |
| 7 | Identity Mapping Hourglass | 70.5 | No | Simple Pose: Rethinking and Improving a Bottom-u... | 2019-11-24 | Code |
| 8 | G-RMI | 70 | No | Towards Accurate Multi-person Pose Estimation in... | 2017-01-06 | - |
| 9 | Hourglass-104 | 68.8 | No | Greedy Offset-Guided Keypoint Grouping for Human... | 2021-07-07 | Code |
| 10 | CMU-Pose | 68.2 | No | Realtime Multi-Person 2D Pose Estimation using P... | 2016-11-24 | Code |
| 11 | RMPE | 67.6 | No | RMPE: Regional Multi-person Pose Estimation | 2016-12-01 | Code |