Dandy Warhols are a definite guilty pleasure band
I would describe them as a band who refashion old stuff, but for an audience who doesn't care to listen to the old stuff. They punch in the lightweight class, but they do it very well sometimes. I'm not blown away by them, but I can't hate them.
I like "13 Tales of Bohemia" or whatever. I have "Get Off" in a big random playlist on my phone.
I hate "Bohemian Like You" though. I don't know why.