Pole Bridge Branch is a stream located in Leake County, Mississippi. It appears on the Renfroe USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 350.37 feet (106.79 m) above sea level. The nearest populated place is Sunrise, approximately 1.6 miles to the ESE.