Mansfield has been married three times, to Melian Bordes for 19 years, with whom he had five children (Jonathan, Anna, Louise, Leo and Kieran), and for thirty years to the artist/filmmaker Yvette Vanson, from whom he separated in 2014 and with whom he had a son (Fred).