Featured images won't move to new blog

I am trying to move from wordpress.com to wordpress.org. Most pics and things will move over with the export/Import tools. The one thing that seems to totally disappear are the Featured images.

Anyone any experience of why this might be? What I might be able to do to sort it?

Many thanks for any help