Whole-body pose estimation on COCO-WholeBody V1.0 (test)
74.5Body APZoomNet
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| ZoomNetGFLOPS=28.49, paradigm=Ours2022.08 | 74.5 | 81 | 60.9 | 70.8 | 88 | 92.4 | 57.9 | 73.4 | 63 | 74.2 | |
| ZoomNASGFLOPS=18.02, paradigm=Ours2022.08 | 74 | 80.7 | 61.7 | 71.8 | 88.9 | 93 | 62.5 | 74 | 65.4 | 74.4 | |
| HRNetGFLOPS=16.04, paradigm=Top-down2022.08 | 70.1 | 77.3 | 58.6 | 69.2 | 72.7 | 78.3 | 51.6 | 60.4 | 58.6 | 67.4 | |
| PVTGFLOPS=19.65, paradigm=Top-down2022.08 | 67.3 | 76.1 | 66 | 79.4 | 74.5 | 82.2 | 54.5 | 65.4 | 58.9 | 68.9 | |
| SimpleBaselineGFLOPS=20.42, paradigm=Top-down2022.08 | 66.6 | 74.7 | 63.5 | 76.3 | 73.2 | 81.2 | 53.7 | 64.7 | 57.3 | 67.1 | |
| AEGFLOPS=212.36, paradigm=Bottom-up2022.08 | 58 | 66.1 | 57.7 | 72.5 | 58.8 | 65.4 | 48.1 | 57.4 | 44 | 54.5 | |
| OpenPoseGFLOPS=451.09, paradigm=Whole-body2022.08 | 56.3 | 61.2 | 53.2 | 64.5 | 76.5 | 84 | 38.6 | 43.3 | 44.2 | 52.3 | |
| DeepPoseGFLOPS=17.3, paradigm=Top-down2022.08 | 44.4 | 56.8 | 36.8 | 53.7 | 49.3 | 66.3 | 23.5 | 41 | 33.5 | 48.4 | |
| SNGFLOPS=272.3, multi-scale testing=true, paradigm=Whole-body2022.08 | 42.7 | 58.3 | 9.9 | 36.9 | 64.9 | 69.7 | 40.8 | 58 | 32.7 | 45.6 | |
| PAFGFLOPS=329.12, multi-scale testing=true, paradigm=Bottom-up2022.08 | 38.1 | 52.6 | 5.3 | 27.8 | 65.5 | 70.1 | 35.9 | 52.8 | 29.5 | 40.5 |