The wrong page keeps appearing as the home page.

I have the Static Front Page set to a specific page but a different page keeps showing up when I go to my site. I have reset the permalinks, I have deleted the page that keeps showing up as the home page, I have cleared the cache on my web browsers but nothing has worked.