Baugh Creek is a stream located in Todd County, Minnesota. It appears on the Lake Osakis East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,332.02 feet (406.00 m) above sea level. The nearest populated place is Gutches Grove, approximately 4.5 miles to the ENE.