Lost Lake is a lake located in Tallahatchie County, Mississippi. It appears on the Cascilla USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 144.36 feet (44.00 m) above sea level. The nearest populated place is Macel, approximately 2.9 miles to the WSW.