It's official, Mark Romanek is my favorite video director. His video for the Red Hot Chili Peppers, "Can't Stop," is fantastic: It's very stripped down for a RHCP video, with the bandmembers interacting with pieces that are "inspired by" the "One-minute Sculptures" of Erwin Wurm, an Austrian artist. What probably helps is that the RHCP peppers song is simpler and less busy than other ones (which is why the video is a great match). It's very beautiful and helps the viewer concentrate more the music too, even though the images are involving.
Check out the video on either the Red Hot Chili Peppers site or Mark Romanek's own site.
Gothamist on Mark Romanek's video for Johnny Cash