Gum Branch is a stream located in Perry County, Mississippi. It appears on the New Augusta USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 77.87 feet (23.73 m) above sea level. The nearest populated place is New Augusta, approximately 1.6 miles to the SSW.