I checked this to my defense log, and yes it is advantage for a revenge.
As soon as the three-minute raid timer begins counting down, they will run towards the Town Hall even if it is the first building to be attacked. Even if the Town Hall is destroyed before them reach it, they will still "enter" it, disappearing upon doing so.