Cave Lake is a reservoir located in Pike County, Ohio. It appears on the Byington USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 844.07 feet (257.27 m) above sea level. The nearest populated place is Cedar Fork, approximately 0.4 miles to the SSE.