The best explanation for the observation is:
The car moves forward, while inertia keeps the balloon in place.
When the car accelerates forward, the balloon, due to inertia (the tendency of an object to resist changes in its state of motion), remains in its original position relative to the ground. As the car moves away from the balloon, it appears to move backward relative to the car.