Horse Lake is a swamp located in Baker County, Oregon. It appears on the Deadman Point USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,610.57 feet (1,710.10 m) above sea level. The nearest populated place is Homestead, approximately 7.6 miles to the E.