I have two machines with qtpass. Both with Archlinux and qtpass 1.2.3. In the first I have the same problem, qtpass is launched but there is no GUI. In the second I do not have that problem. Both machines are updated to the latest version.
This afternoon I will be able to compare the configuration files of both machines and see possible differences, at this moment it is not possible for me.