The corresponding fixture last season ended in a 1:7 defeat.
And on-loan Chelsea midfielder Baker admits Fortuna needs to right the wrongs.
"Luckily, in the summer nine new players were brought, who did not have to experience this disaster," said Baker, who was unaware of the scoreline.
"Really? That cannot happen again!
"Let's not be embarrassed."