Whole-body Pose Estimation on COCO-WholeBody V1.0 (test-dev)
74.3Body APZoomNet
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| ZoomNetResolution=384x288, Training set=COCO-WholeBody V0.52022.04 | 74.3 | 80.2 | 79.8 | 86.9 | 62.3 | 70.1 | 40.1 | 49.8 | 54.1 | 65.8 | |
| HRNet-w32Resolution=256x1922022.04 | 70 | 74.6 | 56.7 | 64.5 | 63.7 | 68.8 | 47.3 | 54.6 | 55.3 | 62.6 | |
| TCFormerResolution=256x1922022.04 | 69.1 | 77 | 69.8 | 81.3 | 64.9 | 74.6 | 53.5 | 65 | 57.2 | 67.8 | |
| SBL-Res152Resolution=256x1922022.04 | 68.2 | 76.4 | 66.2 | 78.8 | 62.4 | 72.8 | 48.2 | 60.6 | 54.8 | 66.1 | |
| TCFormer w/o MTA HeadResolution=256x1922022.04 | 67.9 | 76.1 | 65.8 | 78 | 63.4 | 73.2 | 49.9 | 61.9 | 55.3 | 66.2 | |
| SBL-Res101Resolution=256x1922022.04 | 67 | 75.4 | 64 | 76.7 | 61.1 | 72.3 | 46.3 | 58.9 | 53.3 | 64.7 | |
| TCFormer w/o CTMResolution=256x1922022.04 | 66.7 | 74.9 | 56.2 | 69.5 | 61.7 | 62.1 | 47.9 | 59 | 53.5 | 63.9 | |
| SBL-Res50Resolution=256x1922022.04 | 65.2 | 73.9 | 61.4 | 74.6 | 60.8 | 71.6 | 46 | 58.4 | 52 | 63.3 | |
| HigherHRNet-w48Resolution=512x5122022.04 | 63 | 70.6 | 44 | 57.3 | 73 | 77.7 | 38.9 | 47.7 | 48.7 | 57.4 | |
| AE+HRNet-w48Resolution=512x5122022.04 | 59.2 | 68.6 | 44.3 | 59.5 | 61.9 | 67.4 | 34.7 | 43.8 | 42.2 | 53.2 | |
| OpenPoseResolution=480x4802022.04 | 56.3 | 61.2 | 53.2 | 64.5 | 76.5 | 84 | 38.6 | 43.3 | 44.2 | 52.3 | |
| SNResolution=480x480, Multi-scale testing=true2022.04 | 42.7 | 58.3 | 9.9 | 36.9 | 64.9 | 69.7 | 40.8 | 58 | 32.7 | 45.6 | |
| PAFResolution=480x480, Multi-scale testing=true2022.04 | 38.1 | 52.6 | 5.3 | 27.8 | 65.5 | 70.1 | 35.9 | 52.8 | 29.5 | 40.5 |