Museets samling inneholder blant annet arbeider av Pablo Picasso, Henri Matisse, Raoul Dufy, Maurice de Vlaminck, Georges Rouault, Fernand Léger, Georges Braque, Francis Picabia, Amedeo Modigliani, Giorgio de Chirico, Kees van Dongen, Pierre Bonnard, Chaim Soutine, André Derain, Suzanne Valadon, Maurice Utrillo, Robert og Sonia Delaunay, František Kupka, Juan Gris, Hans Bellmer, Jean Fautrier, Jean Arp, Alberto Giacometti, Yves Klein og Pierre Soulages.