Plum cake refers to a wide range of cakes made with either dried fruit (such as currants, raisins, or prunes) or with fresh fruit. There is a wide range of popular plum cakes and puddings. ... In some versions, the plums may become jam-like inside the cake after cooking, or be prepared using plum jam.