Bailey Canyon is a valley located in Otero County, New Mexico. It appears on the High Rolls USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,723.34 feet (2,354.07 m) above sea level. The nearest populated place is Cloudcroft, approximately 1.3 miles to the ESE.