If a mark on your credit report is accurate, a credit bureau cannot remove it. You could try contacting the company that issued it, requesting that it remove the mark as a courtesy. For instance, if you made one late payment and have years of on-time payments, a credit card company might be willing to look past this error. However, companies aren't obligated to delete factual information.