It's a pretty good hypothesis with some backing in the genetic record and the timing of the event, the wikipedia says somewhere between 2000-20000 breeding individuals.
https://en.wikipedia.org/wiki/Toba_catastrophe_theory
Not sure where humanity was on the evolution timeline for the last Yellowstone eruption, but our ancestors somehow got through that, too.