Sheet cakes are typically covered in large amounts of frosting, which is essentially a mix of fat and sugar, two things you need to limit in a healthy diet. Eating a smaller portion or making the cake yourself using a lower-calorie recipe can help you fit sheet cakes into a your diet occasionally. A small 2- by 2-inch slice of frosted sheet cake ranges in calories from 175 to 270, depending on the recipe used.