Bailey Creek is a stream located in Walker County, Georgia. It appears on the Villanow USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 869.42 feet (265.00 m) above sea level. The nearest populated place is Villanow, approximately 0.7 miles to the WNW.