Sterman Canyon is a valley located in Coke County, Texas. It appears on the Millican Mountains USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,109.58 feet (643.00 m) above sea level. The nearest populated place is Robert Lee, approximately 6.4 miles to the NNE.