This is hard because winning an award is almost never the only factor. When I was very young I read books because they had won the Hugo, the Nebula or the World Fantasy Award, but I haven't done that for about thirty years.

Nowadays, if a book wins an award, and is recommended by reviewers I respect (or condemmed by those I know have opposite taste to me) I'll read it.