Horse Bay is a lake located in St. Mary County, Louisiana. It appears on the Hammock Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 0.12 feet (0.04 m) above sea level. The nearest populated place is Cypremort Point, approximately 2.6 miles to the WSW.