Inorganic nanofiltration (NF)membranes as a new kind of membranes appeared a few years ago. This review presents the progress in inorganic NF membranes during recent years. Synthesis, characterization, performance, and application of inorganic NF membranes are emphatically introduced, and the trends of development are also discussed.