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An Empirical Study of Spatial Attention Mechanisms in Deep Networks

Introduction

@article{zhu2019empirical,
  title={An Empirical Study of Spatial Attention Mechanisms in Deep Networks},
  author={Zhu, Xizhou and Cheng, Dazhi and Zhang, Zheng and Lin, Stephen and Dai, Jifeng},
  journal={arXiv preprint arXiv:1904.05873},
  year={2019}
}

Results and Models

Backbone Attention Component DCN Lr schd box AP Download
R-50 1111 N 1x 38.6 -
R-50 0010 N 1x 38.2 -
R-50 1111 Y 1x 41.0 -
R-50 0010 Y 1x 40.8 -