It does if you do DNS over TLS or HTTPS, although I guess that information would still be knowable to your DNS provider if they terminate your TLS behind the scenes
It's still not perfect since you're still leaking information about the privacy set implied by the outer ClientHello, but this possibly isn't much worse than the destination IP address you're leaking anyway.