Cherry Canyon is a valley located in Chaves County, New Mexico. It appears on the Dark Canyon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,588.57 feet (1,398.60 m) above sea level. The nearest populated place is Center Mill, approximately 16.5 miles to the NE.