Bailey Branch is a stream located in Tishomingo County, Mississippi. It appears on the Tishomingo USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 452.76 feet (138.00 m) above sea level. The nearest populated place is Allsboro, approximately 2.6 miles to the ESE.