I think the detailed description of this vulnerability described it as non-persistent in UEFI, but that you could install something that runs before secure boot that would be persistent. I think that's splitting hairs, though - if you've been compromised by someone that has the skills to pull this exploit off, then they can probably chain something else into it now that they've got basically bare-metal access.