The Year's Best Science Fiction: Twenty-First Annual Collection is a science fiction anthology edited by American writer Gardner Dozois, published in 2004. It is the 21st in The Year's Best Science Fiction series. The anthology was published in the UK as The Mammoth Book of Best New Science Fiction 17.