Cherry Flats Ridge is a ridge located in Carter County, Tennessee. It appears on the White Rocks Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,428.48 feet (1,045.00 m) above sea level. The nearest populated place is Odemville (historical), approximately 0.5 miles to the NNW.