Lost Lake is a lake located in Tunica County, Mississippi. It appears on the Tunica USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 164.44 feet (50.12 m) above sea level. The nearest populated place is Austin, approximately 2.0 miles to the ESE.