some people are really into the mouse gesture extensions, but I think the best one is the AdBlock. It requires that you tell it which ads or more precisely ad servers, you want to block.
After a few hours of surfing your favorite sites, you have effectively removed all ads from the web pages and they don't come back. Currently Flash ads cannot be removed, or at least I haven't figured a way to block them.