Geraldine Lake is a lake located in St. Louis County, Minnesota. It appears on the Crab Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,433.43 feet (436.91 m) above sea level. The nearest populated place is Burntside Lake, approximately 5.0 miles to the S.