Table 1 PCK values for pose estimation with the different models for the complete dataset. Upper section: generic models, lower section: retrained models.
From: Comparison of marker-less 2D image-based methods for infant pose estimation
Model | PCK@0.1 | PCK@0.075 | PCK@0.05 |
|---|---|---|---|
ViTPose-huge | 84.6 | 75.49 | 59.50 |
HRNet-w48 | 82.6 | 73.92 | 59.12 |
MediaPipe | 70.97 | 58.91 | 39.99 |
OpenPose | 79.48 | 70.15 | 53.74 |
Retrained ViTPose | 93.89 | 89.82 | 79.64 |
AggPose | 75.60 | 67.02 | 52.43 |
AGMA-HRNet48 | 84.32 | 75.12 | 59.41 |
