Robert Springs Branch is a stream located in Fannin County, Texas. It appears on the Telephone USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 461.87 feet (140.78 m) above sea level. The nearest populated place is Elwood, approximately 2.0 miles to the SE.