Bailey Creek is a stream located in Tallahatchie County, Mississippi. It appears on the Charleston USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 206.69 feet (63.00 m) above sea level. The nearest populated place is Crevi (historical), approximately 1.5 miles to the WSW.