Catfish Bay is a swamp located in Marion County, South Carolina. It appears on the Marion USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 62.34 feet (19.00 m) above sea level. The nearest populated place is Spring Branch, approximately 2.1 miles to the E.