Pound cakes got their name because they were made with a pound each of flour sugar, butter, and eggs. Today's recipes, like my favorite Perfect Pound Cake, often have slightly different proportions, but the basic idea remains intact. A loaf cake is simply any cake that's baked in a loaf pan.