Perch Lake is a lake located in Le Sueur County, Minnesota. It appears on the Elysian USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,025.85 feet (312.68 m) above sea level. The nearest populated place is Elysian, approximately 1.7 miles to the SSE.