Ice Cave Canyon is a valley located in Sandoval County, New Mexico. It appears on the Seven Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 8,011.75 feet (2,441.98 m) above sea level. The nearest populated place is Sulphur Springs, approximately 2.3 miles to the ESE.