Landraces, which serve as important resources for germplasm innovation, are playing important roles in current and future breeding. In this review, the research achievements of landraces are summarized from the aspect of genetic diversity, application value of breeding, and methods of innovation and utilization. Prospects for future research and utilization of landraces have been made from the aspect of development trend, existing problem, and development directions.