A banana split cake is a fun and indulgent dessert for a kids' birthday party. Layers of banana cake are filled with whipped cream, sliced bananas, and crushed pineapple. The cake is frosted with chocolate ganache and topped with maraschino cherries. It's a decadent treat that kids will enjoy.