He received the 1960 IEEE Morris N. Liebmann Memorial Award and the Stuart Ballantine Medal in 1969. In 1979, President Jimmy Carter awarded Leith with the National Medal of Science for his research. He was awarded the 1985 Frederic Ives Medal by the OSA.