Dismissing Floating Find

Hey all,
Is there a way to dismiss a floating “find” window with a keyboard command? I keep hitting ESC expecting it to do something and it does not do what I think it should it do.

Cmd-full stop is the usual way to dismiss a dialogue box in OS X.

Cheers, Martin.