NoScript and uBlock Origin, both running at once, for an almost completely ad-free Web.
If you still see an ad in Chrome with uBlock Origin installed, it's likely that the filters haven't updated to block that particular ad yet. Moreover, you'd likely see the same ad when browsing with the equivalent Firefox.