Is the deepest point in pacific ocean called midnight zone?

The deepest point in the Pacific Ocean is called the Challenger Deep, located in the Mariana Trench. The midnight zone is the region of the ocean between 1,000 and 4,000 meters in depth. So, the answer is no.