This looks like a situation where owners didn't take good care of the car for a very long period of time. And there seems to be caked on dirt on it. Short of replacing the whole interior, you may try APC solution to clean up the interior.
Just be careful to try it first on a hidden surface, as strong APC can leave stain marks too.