This classic Southern Hummingbird Cake recipe is the perfect easy dessert, tea time snack, or sweet breakfast treat! The moist spice cake is full of crunchy pecans, juicy pineapple, and fresh banana, and then finished off with a thin layer of homemade cream cheese frosting.