Human Pose Estimation on COCO 2014 (val)
76.4APAggPose-L
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| AggPose-LInput size=256x192, Backbone=MiT-B5, GFLOPS=152022.05 | 76.4 | 90.6 | 82.9 | 72.7 | 83.4 | 81.3 | |
| TransPoseInput size=256x192, Backbone=HRNet, GFLOPS=21.82022.05 | 75.8 | 90.1 | 82.1 | 71.9 | 82.8 | 80.8 | |
| TokenPose-L/D24Input size=256x192, Backbone=HRNet, GFLOPS=112022.05 | 75.8 | 90.3 | 82.5 | 72.3 | 82.7 | 80.9 | |
| HRFormer-BInput size=256x192, Backbone=HRNet, GFLOPS=12.22022.05 | 75.6 | 90.8 | 82.8 | 71.7 | 82.6 | 80.8 | |
| AggPose-SInput size=256x192, Backbone=MiT-B2, GFLOPS=92022.05 | 75.2 | 89.9 | 82 | 71.4 | 82.4 | 80.3 | |
| HRNet-W48Input size=256x192, GFLOPS=162022.05 | 75.1 | 90.6 | 82.2 | 71.5 | 81.8 | 80.4 | |
| HRNet-W32Input size=256x192, GFLOPS=7.12022.05 | 74.4 | 90.5 | 81.9 | 70.8 | 81 | 79.8 | |
| SimpleBaseline-Res152Input size=256x192, GFLOPS=15.72022.05 | 72 | 89.3 | 79.8 | 68.7 | 78.9 | 77.8 | |
| OpenPose2022.07 | 65.3 | 85.2 | 71.3 | 62.2 | 70.7 | — | |
| PyMAFBackbone=HR482022.07 | 47.7 | 76.7 | 52.5 | 50.5 | 46.1 | — | |
| BaselineBackbone=HR482022.07 | 44.9 | 74.8 | 48.4 | 48.1 | 42.8 | — | |
| PyMAFBackbone=ResNet-502022.07 | 42.2 | 72 | 44.6 | 44.4 | 41 | — | |
| DaNet2022.07 | 33.8 | 68.6 | 29.9 | 36 | 32.3 | — | |
| BaselineBackbone=ResNet-502022.07 | 33.7 | 65.8 | 31.5 | 36.3 | 31.9 | — | |
| SMPLifyiterations=15002022.07 | 29 | 47.5 | 30 | 35.6 | 24.3 | — | |
| HMR2022.07 | 18.9 | 47.5 | 11.7 | 21.5 | 17 | — | |
| SPIN2022.07 | 17.3 | 39.1 | 13.5 | 19 | 16.6 | — | |
| CMR2022.07 | 9.3 | 26.9 | 4.2 | 11.3 | 8.1 | — |