Baensch won a bronze medal in the men's amateur sprint at the 1961 World Championships in Zurich. After turning professional in 1964, he won silver in the men's sprint at the 1964 World Championships in Paris, bronze in the 1965 (San Sebastian) and silver again in 1966 (Frankfurt).