Marie Louise and Maximilian had one daughter and one son: Princess Marie Alexandra of Baden (1 August 1902 – 29 January 1944). Married Prince Wolfgang Moritz of Hesse-Kassel, a son of Prince Frederick Charles of Hesse-Kassel and Princess Margaret of Prussia. Marie Alexandra was killed in a bombing of Frankfurt by the Allies of World War II.
Princess Marie Auguste of Anhalt (10 June 1898 – 22 May 1983) was the daughter of Eduard, Duke of Anhalt, and his wife, Princess Louise Charlotte of Saxe-Altenburg.   She married and divorced a son of Kaiser Wilhelm II , then married and divorced a baron .