Cops-Ref: A new Dataset and Task on Compositional Referring Expression Comprehension

This repo contains the Cops-Ref dataset and the main baseline. Please refer to our paper for more information.

An example

Expression: "The cat on the left that is sleeping and resting on the white towel."

Reasoning tree: cat (left, sleeping) towel.

Contents

1. Dataset
2. Installation
3. Training
4. Testing

Dataset

We provide the annotation of the dataset at OneDrive. Please read this for details of the annotation.

Citing Cops-Ref

If you find this repo useful in your research, please consider citing:

@inroceedings{Chen_2020_CVPR,
author = {Chen, Zhenfang and Wang, Peng and Ma, Lin and Wong, Kwan-Yee~K. and Wu, Qi},
title = {Cops-Ref: A New Dataset and Task on Compositional Referring Expression Comprehension},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2020}
}

Contact

You can contact Zhenfang Chen by sending email to chenzhenfang2013@gmail.com