In NLP, transformers replaced RNNs. In computer vision, CNNs replaced previous methods (e.g. feature descriptors), and recently got replaced by visual transform

In NLP, transformers replaced RNNs. In computer vision, CNNs replaced previous methods (e.g. feature descriptors), and recently got replaced by visual transformers, though modern CNNs are still pretty good.