14/08/2014 16:39 BST | Updated 22/05/2015 10:12 BST

Madonna, What Were You Thinking?

After that suit and tie ensemble at the Grammys and the cowgirl clobber she wore for her MTV Unplugged performance with Miley Cyrus, seeing a picture of Madonna wearing a tracksuit is a bit of a let down.

The 55 year-old, who is usually all-about-the-LOOK-AT-ME wares, went for dressed down tracksuit bottoms, trainers, black tee and matching puffa gilet on Thursday.

So far, so standard as far as workout gear goes (she was leaving a dance class in West Hollywood), but the big no, no? The beanie hat.

Madonna seen wearing a beanie cap with 'Comme de F**kdown' written on it as she leaves a dance class in West Hollywood, CA. <P> Pictured: Madonna <P><B>Ref: SPL690888  300114  </B><BR/> Picture by: London Entertainment / Splash News<BR/> </P><P> <B>Splash News and Pictures</B><BR/> Los Angeles: 310-821-2666<BR/> New York: 212-619-2666<BR/> London: 870-934-2666<BR/><BR/> </P>

It's the beanie hat, the 'Comme de F**kdown' black style, that was just a smidge too much. And teamed with the shades and undone down-do? Not her finest moment. But certainly not her biggest faux pas.

Take a look through this gallery to see more looks from the lady, some striking in a wow way and some really, really not...