XQuartz right away quits itself

macOS Catalina Version 10.15.5 I have downloaded XQuartz from following page (https://www.xquartz.org/) . The application installed and shown on the Utilities folder. When I open it, it is shown a second on the docker and always gone away (quits itself). It does not show up on the running applications, so I crashes due to some reason. I don't know how can I fix this issue, since I am not able to open the application. Is there any way can I fix this issue?