Fresh cherries with stems hold their shape better when dipped in chocolate.
Any moisture will make chocolate slide off, so be sure to dry cherries thoroughly.
Cold surface of cherries will help chocolate freeze right away as it sticks to it, which ensures even coating.
To make the chocolate coating thick and even, dip the cherries two times.