St Mary's is an Anglican parish church in Elsing, a small village and civil parish in the Breckland district of Norfolk, England. The 14th-century church was built to a single plan in Decorated Gothic style by a local knight and has remained largely unaltered to the present day. The church contains a brass monument of national importance, a tall medieval font cover and rood screen paintings.