Bailey Creek is a stream located in Crawford County, Indiana. It appears on the Milltown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 600.39 feet (183.00 m) above sea level. The nearest populated place is Pilot Knob, approximately 2.2 miles to the WNW.