Designed by architect Addison Mizner and completed in 1926, it was added to the U.S. National Register of Historic Places on September 22, 1972.
According to the church website, the congregation is "an inclusive, open and affirming community of believers without regard for race, sexual orientation, ethnicity, age, gender, or disability, all with a diversity of gifts and experiences united under the Lordship of Jesus Christ.
In 2009, Dr. John Sullivan, executive director of the Florida Baptist Convention, requested a meeting with Riverside's pastor at that time, Rev.
Riverside accepts homosexuality as a legitimate God-given identity, while the Florida Baptist Convention defines it as sinful.
It is one and a half stories, limestone with gabled and hipped tile roof sections, a double-door entrance beneath compound round arch, and sculptured tympanum.