In the 880 yard (4 x 220 yards) freestyle relay Burleigh, along with teammates Gordon Devlin, Robert Hooper, and Bob Pirie, won silver. He also competed in the 110 yard freestyle competition but was not placed. The gold medal was won by fellow Canadian Bob Pirie.
