git clone https://github.com/SunghwanHong/CATs
cd CATs

conda create -n CATs python=3.6
conda activate CATs

pip install torch==1.8.0+cu111 torchvision==0.9.0+cu111 torchaudio==0.8.0 -f https://download.pytorch.org/whl/torch_stable.html
pip install -U scikit-image
pip install git+https://github.com/albumentations-team/albumentations
pip install tensorboardX termcolor timm tqdm requests pandas

  python test.py --pretrained "/path_to_pretrained_model/spair" --benchmark spair

  python test.py --pretrained "/path_to_pretrained_model/spair_frozen" --benchmark spair

  python test.py --pretrained "/path_to_pretrained_model/pfpascal" --benchmark pfpascal

  python test.py --pretrained "/path_to_pretrained_model/pfpascal_frozen" --benchmark pfpascal

@misc{cho2021semantic,
      title={Semantic Correspondence with Transformers}, 
      author={Seokju Cho and Sunghwan Hong and Sangryul Jeon and Yunsung Lee and Kwanghoon Sohn and Seungryong Kim},
      year={2021},
      eprint={2106.02520},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}