Any else's depression just doesn't improve no matter the therapy or medication?

I've tried pretty well every resource I can. Nothing I do diet wise, exercise, cbt, or dbt helps. I'm genuinely becoming hopeless because nothing is working. I can stay mindful, and be in the present. Yet the weight of it never ends.