2D Keypoint Prediction on COCO-DensePose
71.2APMeshPose
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MeshPoseModel Category=ours, Backbone=HRNet322024.06 | 71.2 | 67.2 | 73.7 | 79.6 | 74 | 82.5 | |
| MeshPoseSModel Category=ours, Backbone=ResNet502024.06 | 67 | 63.2 | 69.5 | 76.5 | 70.8 | 79.4 | |
| MeshPoseXSModel Category=ours, Backbone=MBNet1402024.06 | 63.6 | 59 | 66.5 | 73.9 | 67.9 | 76.9 | |
| CLIFFModel Category=param2024.06 | 61.4 | 58.8 | 63.7 | 72.5 | 68.1 | 74.7 | |
| PyMafModel Category=param2024.06 | 58 | 57.7 | 58.7 | 70 | 67.5 | 71.3 | |
| PAREModel Category=param2024.06 | 56.9 | 56.3 | 57.7 | 67.2 | 64.8 | 68.5 | |
| DaNetModel Category=param2024.06 | 52.6 | 51 | 54.1 | 65.2 | 62.8 | 66.5 | |
| NIKIModel Category=param2024.06 | 48.5 | 44.8 | 51.1 | 61.5 | 55.7 | 64.5 | |
| PointHMRModel Category=n-param2024.06 | 44.4 | 42.8 | 46.1 | 57.3 | 53.1 | 59.4 | |
| FastMetroModel Category=n-param2024.06 | 39.3 | 40.6 | 39.3 | 53.2 | 52 | 53.8 | |
| GraphormerModel Category=n-param2024.06 | 35.9 | 37 | 35.7 | 49.5 | 48.2 | 50 | |
| HybrIKModel Category=param2024.06 | 31.7 | 25.4 | 35.3 | 47.5 | 37.1 | 52.8 | |
| MetroModel Category=n-param2024.06 | 30.4 | 33 | 29.6 | 45.1 | 45 | 45.1 | |
| LVDModel Category=param2024.06 | 12.2 | 6.6 | 13.2 | 28.9 | 18.6 | 29.9 |