Hummingbird cake is a much-loved Southern dessert that earns its reputation. The secret to making this cake so memorable is the combination of spices mixed with some unusual cake ingredients, such as mashed bananas and pineapple. It gives this cake a slightly tropical feel, reminiscent of its Jamaican roots.