mmpose/configs/body_2d_keypoint/rtmpose/coco/rtmpose_coco.md

RTMPose (arXiv'2023)

@misc{https://doi.org/10.48550/arxiv.2303.07399,
  doi = {10.48550/ARXIV.2303.07399},
  url = {https://arxiv.org/abs/2303.07399},
  author = {Jiang, Tao and Lu, Peng and Zhang, Li and Ma, Ningsheng and Han, Rui and Lyu, Chengqi and Li, Yining and Chen, Kai},
  keywords = {Computer Vision and Pattern Recognition (cs.CV), FOS: Computer and information sciences, FOS: Computer and information sciences},
  title = {RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose},
  publisher = {arXiv},
  year = {2023},
  copyright = {Creative Commons Attribution 4.0 International}
}

RTMDet (arXiv'2022)

@misc{lyu2022rtmdet,
      title={RTMDet: An Empirical Study of Designing Real-Time Object Detectors},
      author={Chengqi Lyu and Wenwei Zhang and Haian Huang and Yue Zhou and Yudong Wang and Yanyi Liu and Shilong Zhang and Kai Chen},
      year={2022},
      eprint={2212.07784},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

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
rtmpose-t	256x192	0.682	0.883	0.759	0.736	0.920	ckpt	log
rtmpose-s	256x192	0.716	0.892	0.789	0.768	0.929	ckpt	log
rtmpose-m	256x192	0.746	0.899	0.817	0.795	0.935	ckpt	log
rtmpose-l	256x192	0.758	0.906	0.826	0.806	0.942	ckpt	log
rtmpose-t-aic-coco	256x192	0.685	0.880	0.761	0.738	0.918	ckpt	log
rtmpose-s-aic-coco	256x192	0.722	0.892	0.794	0.772	0.929	ckpt	log
rtmpose-m-aic-coco	256x192	0.758	0.903	0.826	0.806	0.940	ckpt	log
rtmpose-l-aic-coco	256x192	0.765	0.906	0.835	0.813	0.942	ckpt	log
rtmpose-m-aic-coco	384x288	0.770	0.908	0.833	0.816	0.943	ckpt	log
rtmpose-l-aic-coco	384x288	0.773	0.907	0.835	0.819	0.942	ckpt	log