Since Wisconsin has an income tax rate maximum of just over 7% you are withholding too much if you are withholding 20%. The tax paid to your state and to the IRS is completely separate. You pay estimated tax to each.
https://www.irs.gov/businesses/small-businesses-self-employed/estimated-taxes
