I know that Ketamine at low doses can be used to treat treatment resistant MDD, and there is a sort of religious fervor now for research to be conducted with ketamine. How it produces these antidepressant effects is still largely unclear.
I don't think psilocybin has had as much love because of its largely taboo nature, but I personally feel that more research should be conducted.