In 1901, the Board of Trustees was renamed and incorporated as the Victoria Park Board of Trustees.
In 1943, the park provided the namesake for the ship SS Victoria Park, a wartime freighter built at the Pictou Shipyard which served in the Battle of the Atlantic in World War Two.