Most predatory failed hunts end before they begin (ex. the prey escaping by noticing the predator, fleeing, or the predator deciding its not worth it). When carnivores don't give up or go for the kill in desperation they typically win or cause both to die of injury.
Regardless, tarbosaurus is more fit for fighting. I'd certaintly bet on it in a head to head battle.