Willow Branch is a stream located in Jefferson County, Oklahoma. It appears on the Ringling NW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 851.15 feet (259.43 m) above sea level. The nearest populated place is Asphaltum, approximately 2.5 miles to the ENE.