Horseshoe Lake is a lake located in Cherokee County, Texas. It appears on the Neches USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 267.60 feet (81.56 m) above sea level. The nearest populated place is Rocky Point, approximately 0.7 miles to the W.