A must-see if you're in Chicago, if for no other reason that to walk the same steps as Ferris Bueler. For the price ($11), it's probably the best value in Chicago.
I'd recommend seeing American Gothic (Wood) and An Afternoon on La Grande Jatte (Seurat), among others. Take your time and enjoy all the available rooms.