How long for ground beef to defrost?

Oh, I’ve done this too:

Put the stopper in the kitchen sink and fill it with cold water. Keep the ground beef in it’s original packaging or if you can put it in a large ziploc bag and squeeze out as much air as you can. Put it in the water and put something heavy enough on it to keep it submerged. I wouldn’t let it sit there all day though.