The Geo_dataset is a cross-domain segmentation dataset for remote sensing images, comprising four subsets: ISPRS Potsdam, ISPRS Vaihingen, Loveda Urban, and Loveda Rural. It is suitable for conducting domain adaptation and domain generalization experiments.