Gum Creek is a stream located in Franklin County, Tennessee. It appears on the Capitol Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 960.46 feet (292.75 m) above sea level. The nearest populated place is Shady Grove, approximately 0.7 miles to the ESE.