Peach Upside Down Cake is a showy and delicious dessert but surprisingly very easy to make. Even better is that the fruit works best in the cake if it is canned not fresh so this is a dessert you can make any time of the year. I was originally going to make a Pineapple Upside Down cake but guess what? – no pineapple in the pantry so peaches were up.