Rock House Canyon is a valley located in Socorro County, New Mexico. It appears on the Dog Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,249.48 feet (2,209.64 m) above sea level. The nearest populated place is John Padilla Settlement, approximately 10.7 miles to the ENE.