Gum Branch is a stream located in Fentress County, Tennessee. It appears on the Honey Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,196.17 feet (364.59 m) above sea level. The nearest populated place is Gernt, approximately 3.9 miles to the SSE.