Revenue and relevance is not quite the same. A 1% clickthrough rate would lead to great revenue for all concerned, but it still means I'm annoying 99% of my users (or one user 99% of the time).

Of course, not all non-clickers would be terribly annoyed, but many of the clickers might still be annoyed by the distraction even though the ad was relevant enough to click on.