Heterosis as a common biological phenomenon in nature is an efficient approach to increase crop yield. The genetic diversity study is the basis of germplasm evaluation and heterosis application. Thus, understanding the genetic diversity of parental lines and partitioning parents to different genetic groups can assist the selection for combinations with strong heterosis, elevating the efficiency of heterosis breeding. Different methods have been attempted for heterosis prediction over a long time ...