Nope the Beyonder's power was the tip of the iceberg. As always men like Doom he wanted more. After he took over the galaxy he heard aout and found the Infinity Gems. That's why the Celestial's get involved.
When Doom starts appearing in other dimensions like hell and freeing his mother's soul while killing the devil do they try and say, "Um that's enough." Hence the big battle.