Bailey Creek is a stream located in Sweet Grass County, Montana. It appears on the Kelly Hills USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,814.64 feet (1,467.50 m) above sea level. The nearest populated place is Sioux Crossing, approximately 3.1 miles to the NW.