| Deep High-Resolution Representation Learning for Human Pose Estimation | ✓ Link | 73.4 | 83.1 | 92.7 | 84.5 | 82.0 | | | | | | HRNet* | 2019-02-25 |
| Simple Baselines for Human Pose Estimation and Tracking | ✓ Link | 73.0 | 82.7 | 92.4 | 84.0 | 81.5 | 95.8 | 88.2 | 77.4 | 87.2 | | Simple Base+* | 2018-04-17 |
| Rethinking on Multi-Stage Networks for Human Pose Estimation | ✓ Link | 72.3 | 81.5 | 93.4 | 83.8 | 81.6 | 96.3 | 88.1 | 77.5 | 87.1 | 76.1 | MSPN | 2019-01-01 |
| Deep High-Resolution Representation Learning for Human Pose Estimation | ✓ Link | 71.9 | 81.5 | 92.5 | 83.3 | 80.5 | | | | | | HRNet | 2019-02-25 |
| Simple Baselines for Human Pose Estimation and Tracking | ✓ Link | 70.3 | 80.0 | 91.9 | 81.1 | 79.0 | | | | | | Simple Base | 2018-04-17 |
| Cascaded Pyramid Network for Multi-Person Pose Estimation | ✓ Link | 69.5 | 78.1 | 91.7 | 80.9 | 79.0 | 95.1 | 85.9 | 74.8 | 84.6 | | CPN+ | 2017-11-20 |
| Cascaded Pyramid Network for Multi-Person Pose Estimation | ✓ Link | 68.7 | 77.2 | 91.4 | 80.0 | 78.5 | 95.1 | 85.3 | 74.2 | 84.3 | | CPN | 2017-11-20 |
| OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association | ✓ Link | 67.1 | 76.8 | | | | | | | | 70.9 | OpenPifPaf | 2021-03-03 |
| Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation | ✓ Link | 66.8 | 70.5 | | | 72.1 | 88.2 | | | | 68.1 | Simple Pose | 2019-11-24 |
| PifPaf: Composite Fields for Human Pose Estimation | ✓ Link | 62.6 | 72.1 | | | | | | | | 66.4 | PifPaf (single-scale) | 2019-03-15 |
| Towards Accurate Multi-person Pose Estimation in the Wild | | 62.3 | 70.0 | 85.5 | 71.3 | 69.7 | 88.7 | 75.5 | 64.4 | 77.1 | | G-RMI | 2017-01-06 |
| Associative Embedding: End-to-End Learning for Joint Detection and Grouping | ✓ Link | 60.6 | 72.6 | 86.8 | 72.3 | 70.2 | 89.5 | 76.0 | 64.6 | 78.1 | | AE | 2016-11-16 |
| DirectPose: Direct End-to-End Multi-Person Pose Estimation | ✓ Link | 60.4 | 71.5 | 87.8 | 71.1 | | | | | | 64.8 | DirectPose (ResNet-101) | 2019-11-18 |
| Mask R-CNN | ✓ Link | 57.8 | 71.4 | 87.3 | 68.7 | | | | | | | Mask R-CNN | 2017-03-20 |
| Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields | ✓ Link | 57.1 | 68.2 | 84.9 | 67.5 | 66.5 | 87.2 | | 60.6 | 74.6 | | CMU Pose | 2016-11-24 |
| RMPE: Regional Multi-person Pose Estimation | ✓ Link | | 81.5 | | | | | | | | | AlphaPose | 2016-12-01 |