That also happens to me.
Or I double click to make the icons disappear and they don't disapper. Yet, when I run the mouse over an individual icon, it will disappear.
When I double click to make the desktop reappear, it either won't reappear and I can reveal individual icons by running the mouse over it, or the desktop will reappear with some blank squares where the icons should be.