.htaccess 404 relative URL of the error page

I am trying to create a custom 404 page and I want to use the relative path to the page on the .htaccess page. But that does not work. For the full path, I get the results. Is there a way to make a relative path for work? I have this in the .htaccess file:

ErrorDocument 404 /notfound.php