That’s okay; this is a learning tool, not a final exam! You might want to retake the quiz to see how you do the second time around.
When the family name ends in an “s”, it is made plural by appending “es”.
The incorrect sentence should have been:
Our library has a children’s reading room.
Both sentences are correct.