Complete the story of Barnaby, the highly motivated beagle.

To reach the sausages on the picnic table, the hungry dog jumped _____ the wooden fence.

The correct answer is over.

We use "over" to describe movement across an obstacle or surface, usually going up and then down in an arc (like jumping a fence or a wall).