Horseshoe Lake is a lake located in Leake County, Mississippi. It appears on the Ofahoma USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 316.14 feet (96.36 m) above sea level. The nearest populated place is Bertice, approximately 2.0 miles to the SSE.