Okay I was a little confused, as I have been on board the USS Yorktown, and it was floating. So I've discovered that there were more than one. The first one sank (CV-5)at Midway, that's the picture you've linked to.
The second one can be seen in South Carolina
It is CV-10, The Fighting Lady. There is also a WWII Destroyer and Submarine at that Museum.