Try a heat gun or blow dryer on high. The heat should free up whatever is keeping the globe stuck to the base.
Heat gun or blow dryer should expand the metal and free them up
if not, a overnight soak in WD or equivalent
you'll have to clean the bases with rubbing alcohol afterwards if it comes out