Bailey Branch is a stream located in Barren County, Kentucky. It appears on the Temple Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 677.60 feet (206.53 m) above sea level. The nearest populated place is Eighty Eight, approximately 1.2 miles to the SE.