For more information, please visit https://github.com/Chen-Yang-Liu/Change-Agent The dataset contains bi-temporal images as well as diverse change detection masks and descriptive sentences. It provides a crucial data foundation for exploring multi-task learning for change detection and change captioning. Some examples of our dataset are as follows: ![dataset_example](dataset.png)