I don't think the Mongols were that much different from the Romans. The main difference was that the Mongols allowed religious freedom, unlike the Romans.
They spread civilisations and culture in the same ways, and burnt some cities in the same way as the Romans did earlier. But then the Mongols came from Asia, and they are seen as invaders by the Western World, while the Romans (who invaded Asia) are proudly seen as our ancestors