mmpose/configs/animal_2d_keypoint/topdown_heatmap/ap10k/resnet_ap10k.md

SimpleBaseline2D (ECCV'2018)

@inproceedings{xiao2018simple,
  title={Simple baselines for human pose estimation and tracking},
  author={Xiao, Bin and Wu, Haiping and Wei, Yichen},
  booktitle={Proceedings of the European conference on computer vision (ECCV)},
  pages={466--481},
  year={2018}
}

AP-10K (NeurIPS'2021)

@misc{yu2021ap10k,
      title={AP-10K: A Benchmark for Animal Pose Estimation in the Wild},
      author={Hang Yu and Yufei Xu and Jing Zhang and Wei Zhao and Ziyu Guan and Dacheng Tao},
      year={2021},
      eprint={2108.12617},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

Results on AP-10K validation set

Arch	Input Size	AP	AP50	AP75	APM	APL	ckpt	log
pose_resnet_50	256x256	0.680	0.926	0.738	0.552	0.687	ckpt	log
pose_resnet_101	256x256	0.681	0.921	0.751	0.545	0.690	ckpt	log