Gum Branch is a stream located in Florence County, South Carolina. It appears on the Prospect Crossroads USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 33.76 feet (10.29 m) above sea level. The nearest populated place is Leo, approximately 0.6 miles to the NNE.