score:5
Currently, no.
There is no road connecting the two countries. Briefly and recently, a ferry ran between Panama and Colombia. However, it seems it is no longer available: Their Facebook page is empty, their website is suspended. Outdated information at Wikioverland suggests the ferry didn't run for most of 2015 either.