Horse Branch is a stream located in Jasper County, Mississippi. It appears on the Waldrup USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 293.01 feet (89.31 m) above sea level. The nearest populated place is Oak Bowery (historical), approximately 1.7 miles to the WNW.