Mile Lake is a lake located in Cass County, Minnesota. It appears on the Baxter USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,186.15 feet (361.54 m) above sea level. The nearest populated place is Baxter, approximately 2.0 miles to the E.