Even though I deem "Do what you want" as they best OK GO song for myself (blame the game Burnout for that), it has to be "I won't let you down" for me. The entire video and scale of everything is rather impressive to me.
Side note: They almost didn't manage to do this, as it was raining quite heavy just before shooting was about to happen!