Still, people try to do this from time to time. The latest attempt was made by some researchers in the UK. They polled tens of thousands of people about a list of 1000 jokes. The top fifty are listed in this article.
While there are some hilarious gags in there I find the one that was voted the funniest one of the weakest of them. As with so many other things, there's no accounting for taste.