Bailey Spring is a spring located in Yakima County, Washington. It appears on the Sulphur Spring USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,588.02 feet (788.83 m) above sea level. The nearest populated place is Blackrock (historical), approximately 3.2 miles to the NW.