Heterosis has been widely exploited and utilized in rapeseed breeding. Reliable and precise prediction techniques of heterosis contributed in accelerating the crossbreeding and reducing the cost of large-scale field evaluation. Combined with our work in last decades, this review summarized the progress on heterosis prediction of rapeseed(Brassica napus L.), compared the efficiency of different methods, and proposed its prospect.