Calfpen Bay is a swamp located in Jasper County, South Carolina. It appears on the Calfpen Bay USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 59.06 feet (18.00 m) above sea level. The nearest populated place is Tarboro, approximately 4.5 miles to the WSW.