mmpose/configs/body_2d_keypoint/topdown_heatmap/coco/litehrnet_coco.md

LiteHRNet (CVPR'2021)

@inproceedings{Yulitehrnet21,
  title={Lite-HRNet: A Lightweight High-Resolution Network},
  author={Yu, Changqian and Xiao, Bin and Gao, Changxin and Yuan, Lu and Zhang, Lei and Sang, Nong and Wang, Jingdong},
  booktitle={CVPR},
  year={2021}
}

COCO (ECCV'2014)

@inproceedings{lin2014microsoft,
  title={Microsoft coco: Common objects in context},
  author={Lin, Tsung-Yi and Maire, Michael and Belongie, Serge and Hays, James and Perona, Pietro and Ramanan, Deva and Doll{\'a}r, Piotr and Zitnick, C Lawrence},
  booktitle={European conference on computer vision},
  pages={740--755},
  year={2014},
  organization={Springer}
}

Results on COCO val2017 with detector having human AP of 56.4 on COCO val2017 dataset

Arch	Input Size	AP	AP50	AP75	AR	AR50	ckpt	log
LiteHRNet-18	256x192	0.642	0.867	0.719	0.705	0.911	ckpt	log
LiteHRNet-18	384x288	0.676	0.876	0.746	0.735	0.919	ckpt	log
LiteHRNet-30	256x192	0.676	0.880	0.756	0.736	0.922	ckpt	log
LiteHRNet-30	384x288	0.700	0.883	0.776	0.758	0.926	ckpt	log