 Battle departed in 2002, to be replaced by Van Jewell.McLemore left the group in March 2006.

, the group was actively touring as "The 5th Dimension featuring Florence LaRue", led by LaRue, with Willie Williams, Leonard Tucker, Patrice Morris, and Floyd Smith.McCoo and Davis, who have been married for over 50 years, continue to tour as their own act titled "Marilyn McCoo and Billy Davis, Jr." In October 2011, McCoo and Davis were featured on the Cliff Richard album "Soulicious", appearing live on stage in the tour of the same name, reprising several of their hits as well as dueting with Richard.