Hummingbird cake, a favorite in the southern USA, features bananas and pineapples, fruits associated with Jamaica. While the dessert does have roots in the Caribbean country, you may wonder how this cake — which has a tropical flavor, but is very much a western-style dessert — could have originated on the island nation.