Bailey Creek is a stream located in Steuben County, New York. It appears on the Caton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 931.76 feet (284.00 m) above sea level. The nearest populated place is South Corning, approximately 0.4 miles to the WNW.