Hi Emre
As the Admin user you have the ability to Preview the quiz. So when you work through the questions you are not actually attempting it!
If you use the 'Switch Role to' and choose Student then the 'Preview Quiz now' button changes to 'Attempt Quiz' and your score is recorded.
I hope this helps
Cheers
Teresa