Rylene imide dyes have been among the most promising organic semiconducting materials fors everal years due to their remarkable optoelectronic properties and high chemical/thermal stability. In the past decades, various excellent rylene imide dyes have been developed for optoelectronic devices, such as organic solar cells (OSCs) and organic field-effect transistors (OFETs). Recently,t remendous progress of perylene diimides (PDIs) and their analogues for use in OSCs has been achieved, which can be attributed to their ease of functionalization. In this review,w ew ill mainly focus on the synthetic strategies toward to latest PDI dyes and higherr ylene imide analogues.Avariety of compounds synthesized from different buildingb locks are summarized, and some properties and applications are discussed.