If a website shows a popover ad, it might be a first-party script putting up a modal, then a third-party iframe with the ad inside that modal.

Blocking at the network layer will leave the iframe blank, but the modal will still be present. It's not such a good user experience, especially for less savvy users who might be confused by a mysterious blank modal.