Pressing F5 makes the browser refresh the page, so I would assume your site is not supplying the HTML quickly enough for the browser. When you refresh your browser page, some of the items are already in the browser cache, so they do not need to be fetched again.
Best guess it that this is a problem either with the speed of your internet connection or the speed of your server.