How do you say 00's? There's a few options, but none are universally understood when spoken. You can end up saying the century as well just for that reason, even when it would be clear from context.
The 10's come up IRL, as does that we're in the 20s. People have been confused when someone is actually talking about the 1920's. So, I'd say we're good there.