If we talk about the 5 great extinctions on Earth to date, with 96% of life dying out after one of the great methane releases, i think our chances of survival in such an event is minimal. I don't think even a tiny group of humans could retain enough resources and technology to survive the millions of years that would be needed before life regenerates itself.