Contrary to popular belief, the music most celebrated on the charts isn’t always the best. Okay, that was sarcasm. But even artists with hits on the charts have a slew of singles that fall by the wayside. Not every album is a Katy Perry string of #1s. Thus, here is a list of artists whose albums were certainly recognized, but had singles that didn’t quite get the attention they deserved.