Correct. Since a nat 20 does not auto-succeed on a save in 5E, this is effectively a perma-stun for any creature with -2 or worse, unless the target gets their save bonus increased (e.g., by resistance) or receives a spell or effect that removes the stunned condition.

By my reading, the stun can't even be dispelled, but one could argue that point.