Flag Lake is a lake located in Tate County, Mississippi. It appears on the Crenshaw North USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 177.55 feet (54.12 m) above sea level. The nearest populated place is Savage, approximately 1.4 miles to the NNE.