Results on the Vaihingen validation set. F1 scores per class and global average (AA) and overall accuracies (OA). Best result perrow is in dark gray, second in light gray.104 D. Marcos et al. / ISPRS Journal of Photogrammetry and Remote Sensing 145 (2018) 96–107