What is supposed to be the Hughes XF-11 aircraft is actually a WWII P-38 fighter (however, this is understandable since the real XF-11 would have been unavailable for the movie).
When HH crashes the XF11 the crashed aircraft is similar to a P51. Canopy design and fuselage gives it away.