Mile Branch is a stream located in Leslie County, Kentucky. It appears on the Hyden West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 814.98 feet (248.41 m) above sea level. The nearest populated place is Dryhill, approximately 1.5 miles to the N.