Mile Branch is a stream located in Prentiss County, Mississippi. It appears on the Booneville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 457.48 feet (139.44 m) above sea level. The nearest populated place is Sunflower, approximately 1.7 miles to the WSW.