It is not believed that he id dead by a large number of fans. While there is testimony that The Hound is dead, Sir. Clegane is described as being at rest. Many believe that he is instead merely hiding and has abandoned his previous murderous thoughts.
Reference 1: http://www.westeros.org/Citadel/FAQ/Entry/Is_Sandor_dead