For everyone else who is encountering this problem: You’ve probably set the same page twice under: Settings > Reading > Startpage > Static page.
Just set it as the home page and leave the second field unselected (or choose your blog page).
P.S.: Your menu labels may have a slightly different name, since I use a localized version and translated the labels to English for this post.