 By 20 September 2006, Milne had scored nine goals in ten games in all competitions and five goals in as many league games of the 2006–07 season.On 8 November 2006, Milne scored both goals in St. Johnstone's 2–0 League Cup win over Rangers at Ibrox, which put the Perth side into the semi-finals.Defining it as the high point of his career this far, Milne later won the 'Player of the Round award' for his achievement.