Bayes Coulee is a valley located in Cascade County, Montana. It appears on the Mahoney Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,032.99 feet (1,229.26 m) above sea level. The nearest populated place is Three Forks, approximately 1.3 miles to the N.