A classroom should include tables or desks, chairs, and black/whiteboards or flipcharts. Rooms like these are normally designed for small study groups.
The best exhibition spaces have plenty of room to help people circulate. For example, a café filled with small tables wouldn't be considered an exhibition space in the traditional understanding of the term!