Which is best mattress, memory foam or pocket spring?

Hi my wife and I are looking for a new bed at the moment we have pocket springs plus memory foam on top but we find that the bed has dips in the mattress where we normally sleep these dips stay there all the time then we were thinking about full memory foam?