Graveyard Canyon is a valley located in Otero County, New Mexico. It appears on the Mayhill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,623.57 feet (2,018.86 m) above sea level. The nearest populated place is Mayhill, approximately 0.8 miles to the NE.