Table 2 Performance comparison on the MS COCO 2017 dataset.
Method | Backbone | Parameter (M) | AP50 |
|---|---|---|---|
HigherHRNet21 | HRNet-w32 | 28.6 | 87.5 |
DEKR22 | HRNet-w32 | 29.6 | 87.7 |
YOLO-Pose24 | CSPDarkNet | 41.4 | 89.1 |
YOLOv5m6-Rlepose27 | CSPDarkNet | 39.6 | 89.2 |
RTMO-m28 | CSPDarkNet | 22.6 | 89.0 |
YOLOv8m-Pose | CSPDarkNet | 26.4 | 88.8 |
YOLOv8 + EFPN | CSPDarkNet | 19.5 | 88.1 |
YOLOv8 + EFPN + Wise-IoU | CSPDarkNet | 19.5 | 88.4 |
EE-YOLOv8 | CSPDarkNet | 19.6 | 89.0 |
