Pound Cake has been around for hundreds of years, and is originally named for its ingredients, as the cake called for a pound each of eggs, granulated sugar, butter, and all purpose flour. Now recipes don't always call for a pound of each and vary regionally, but you'll still find the name being used for a dense sweet cake.