Trapped in texture bias? A large scale comparison of deep instance segmentation

Johannes Theodoridis, Jessica Hofmann, Johannes Maucher +1

Do deep learning models for instance segmentation generalize to novel objects in a systematic way? For classification, such behavior has been questioned. In this study, we aim to u…