Cane Lake is a lake located in Claiborne County, Mississippi. It appears on the Big Black USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 87.02 feet (26.52 m) above sea level. The nearest populated place is Spring Plains (historical), approximately 0.4 miles to the S.