The penalty for the late filing of a visitor form can vary depending on the specific circumstances and the regulations of the country or organization handling the form. In many cases, there may be a late fee or a fine imposed for the late filing. The amount of the penalty can also vary depending on the duration of the delay. It is advisable to refer to the specific guidelines or regulations provided by the relevant authorities to determine the exact penalty for late filing.