Zhou Dunyi was the founder of Neo-Confucianism, and The Diagram of the Supreme Ultimate was not only a very important but also a very controversial piece of writing about Neo-Confucianism. There have been lots of arguments about its textual criticism, origin of thought, main category, basic theory and position in academic history. This article tries to explain all these arguments and comment on its academic features and accomplishments.