 Bargue was a student of Jean-Léon Gérôme.Bargue worked closely with Gérôme and was influenced by his style, which included Orientalist scenes and historical genre.Bargue's last painting was completed by Gérôme and is now conserved in the Malden Public Library, Malden, Massachusetts, USA.