The reversible saturable optical transitions (RESOLFT) based fluorescence nanoscopy, which fundamentally breaks the barrier of the diffraction limit in the far field, is expected to be widely used in biology, chemistry and medicine domain. This paper reviews the history of fluorescence nanoscopy technology, summarizes some general RESOLFT approaches, and explicitly describes their corresponding characters, especially the advantages and drawbacks. The new improvement in related domains are also shown.