I've never been there but its on my list of art museums to visit.
I have visited the Booth Western Art Museum in Cartersville, GA, north of Atlanta. Great art and not one abstract painting in the whole place.
That would be the Gilcrease Museum, and yes it is worth a trip to Tulsa.