Home page loop with pagination problem

When you navigate to page 3-5, does the page shows page not found on the heading of the browser? Is it just a empty div or is it 404 page?

Try to set the number of posts to be shown in reading setting of your admin less than 10 or less then post per page value set in your above code and look if the problem still persists..