Potato Branch is a stream located in Copiah County, Mississippi. It appears on the Georgetown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 278.87 feet (85.00 m) above sea level. The nearest populated place is Rockport, approximately 0.2 miles to the SSW.