Researchers are developing covalent organic framework membranes for various applications, including desalination and molecular separation. These membranes are being designed with specific properties, such as ultramicropores and hydrogen-bond networks, to achieve high-performance separation of ions and molecules. The development of these membranes involves different strategies, including phase switching, heterogeneous nucleation synthesis, and ion-regulated approaches.