I wrote them off a long time ago, after seeing two dreadfully boring performances from them (Bonnaroo and at the 930 Club). That being said, I kind of liked the Letterman video. The song had a nice mellow/psychedelic vibe to it.
Edit:
I really enjoyed their new one. Its really good.