Are you out of your mind? Visa revocation means you have lost your status. You must leave US, if you stay here that's unlawful presence.
No, I am not out of my mind!
Visa is only used for entry into the US, and not for maintaining legal status.
For F-1, as long as you have an active sevis status then you are staying legally.
I know so many people whose visa were revoked last year are staying lawfully and also had their stem opt application approved by USCIS. They cannot leave the country and simply return back, they need a new visa for entry.
It all depends on how long were you associated with one of those companies.
Having a visa revoked is a red flag but you can also be a victim and if you can explain your case then you are good to go.