Cat Lake is a lake located in Irwin County, Georgia. It appears on the Waterloo USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 264.56 feet (80.64 m) above sea level. The nearest populated place is Irwinville, approximately 2.5 miles to the NE.