This is a CSS issue, you will need to style the iframe accordingly. Most likely your WP theme is styling the iframe for videos but with this plugin you don’t need to do this. Try the following CSS, maybe it helps:
Unless I can actually see and debug your page, there’s not much else that I can help you with. If you can give me a link to your page, I might be able to provide you with some more accurate instructions to solve this.