 After completion of only one season in the Midland Division, Bury Town were relegated back to the Eastern Counties League.Despite relegation Bury won the Suffolk Premier Cup, beating Woodbridge Town in the final.Bury saw little success until the 2004–05 season with the club finishing second in the league and winning the Westwood Shield, as well as reaching the quarter-finals of the FA Vase for the second time.