Yes, wax burn marks typically do go away over time, particularly minor burns.
Minor wax burns and the resulting scars usually heal completely within 1 to 2 weeks. However, if you have sensitive skin, it might take a bit longer for the fading to fully occur. According to provided reference, the healing time is similar whether hot wax or cold wax strips are the cause.