Treasure Lake is a census-designated place in Clearfield County, Pennsylvania, United States. The population was 4,507 at the 2000 census. Treasure Lake apartments for rent comparison page shows most up to date rent information on Treasure Lake apartments and houses. Rent information is obtained from multiple rental sources but we cannot guarantee their accuracy.