Typically, one leaves the page after filling a form, and upon return the page has been refreshed and form cleared.
Try having the button go to the page after clicking the submitting as to reload it. Bad news is then you lose the ability to acknowledge and or thank the user for their input.
Is there a reason you want the form cleared for the same user?