Bailey Creek is a stream located in Franklin County, Mississippi. It appears on the Jeannette USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 121.39 feet (37.00 m) above sea level. The nearest populated place is Knoxville, approximately 0.8 miles to the E.