He supplied the French forces of the Saint-Domingue expedition. During the Trafalgar Campaign, Ganteaume was to lead his squadron to the Caribbean to reinforce Villeneuve and Missiessy, but he was blockaded by British squadrons. Ganteaume held various offices during the late First French Empire, and gave his loyalty to Louis XVIII at the Bourbon Restoration.