In 1880, the college was moved to the county seat at Marble Hill; the first building was completed in 1885. Historically known as the Administration Building, it was also used for classrooms, chapel and auditorium space. Significant additions designed by L. Baylor Pendleton were constructed in 1909 and 1924–25. The original section of this brick building is typical of two-story, four room educational buildings. The name of the school was changed in 1903 to Will Mayfield College in honor of William Henderson Mayfield's son, Will, who was a graduate of Mayfield-Smith Academy and who had died the previous year at the age of 20. The Arts and Science Building is a two-story brick building with raised basement has Classical Revival details and was constructed in 1924-1927 from plans by L. Baylor Pendleton.[3][4]
Will Mayfield College permanently ceased operations in 1934 due to financial reasons. The Bollinger County Museum of Natural History is now operating on the grounds of the college. The Mayfield Cultural Center is housed in the original Administration Building and the attached chapel, with stage and balcony. The building is used as a visual and performing arts space and is also available for use as a banquet facility for weddings and special occasions. Both the museum and cultural center are projects of the Will Mayfield Heritage Foundation, a 501(c)3 non profit organization.