The only Dylan song that ever made it to #1 in the charts was the Byrds' 1965 cover of Mr. Tambourine Man. Here's some background on that.
Here are the Byrds playing the song at a 1990 Roy Orbison memorial, with Bob helping out, tentatively. If this won't improve your day, nothing will: