Chrome tries to autocomplete my TOTP (2FA) codes

When signing in with two-factor authentication I am presented with a form to enter my TOTP code in. For some reason Chrome tries to autocomplete that form field.

It would be great if we could flag that field as 'do not autocomplete' because TOTP codes are valid for only 30 seconds; no point in remembering them.