Mix eggs with sugar and vanilla sugar until frothy, stir in oil and milk, add rum, flour and baking powder if you like. Pour the mixture onto a deep baking tray and cover with the cherries.
Bake at about 180 ° for about 40 minutes (the surface should be light brown), let cool under a kitchen towel and sprinkle lightly with powdered sugar.