Cherry Canyon is a valley located in Chaves County, New Mexico. It appears on the Thimble Canyon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,477.73 feet (1,669.61 m) above sea level. The nearest populated place is Elk, approximately 9.8 miles to the WSW.