Cleveland Creek is a stream located in Ontonagon County, Michigan. It appears on the Government Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,043.31 feet (318.00 m) above sea level. The nearest populated place is Nonesuch, approximately 2.8 miles to the SSE.