If a human driver kills someone / injures someone / damages property, people get satisfaction or resolution when the human is punished - insurance increases, license points, jail, etc.
But when a self-driving car - even if it's better-than-average - does something wrong, there's nobody to punish and no retribution to exact, so people will be left feeling unsatisfied. That's why the bar is going to need to be so much higher.
Pick something you pay extra attention to. Now imagine being informed you can't do that any more, you have to take what [this robot] does for you. Also remember all the terrible UI changes in software that have been done for a majority instead of your use-case.
Reluctance until it's substantially better seems reasonable to me. Somewhat unfortunate on a species level, but not for many individuals.
It's interesting that you set the threshold there (I presume you meant 'beat the bottom 80% of drivers'). Rationally, we should be happy if their driving performance is above average. I fear that the public (and the courts and the insurers, etc) will require airline levels of per-mile safety and still be wary.