Sweet Potato Cake has wonderful flavor from sweet potatoes, cinnamon and nutmeg. The cream cheese frosting is the perfect complement to this flavorful cake. It is similar in many ways to our Pumpkin Spice Cake and Pumpkin Cupcakes . However, sweet potatoes are a bit more naturally sweet. Also, our pumpkin cakes usually have a bit more of a spiced flavor.