In the view of Goodreads users, "books which spoke to me in ways I want to remember". They also have at least 10,000 ratings on Goodreads (primarily to eliminate suspect entries but with the useful side-effect of boosting everybody's score).
Works from every conceivable genre, with a decent number of recent publications.