The main units of measurement used in competitive swimming are meters and seconds for distance and time, respectively. Competitive swimming events are often categorized by pool length, such as 50m, 100m, and 200m races. Swimmers strive to complete these distances in the shortest time possible, and their performances are recorded in seconds, providing a standard for measuring improvement and competition results.