I don't have a favourite couple this year but if I had to pick one it would switch between Danny & Oti for actual dance ability and Ed & Katya for sheer entertainment value.
Of the 6 couples left, I wouldn't actually mind any of them winning. All have at some point or another produced a dance which I felt emotionally connected to.