Horseshoe Creek is a stream located in Wheeler County, Oregon. It appears on the Masiker Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,711.10 feet (521.54 m) above sea level. The nearest populated place is Service Creek, approximately 4.4 miles to the W.