It doesn’t. Docker Desktop for macOS is literally running QEMU. (Or, it was up until recently; now they’re using a new thing that’s basically like QEMU wearing a funny hat and mustache; either way, it’s still running a full-fat VM as its implementation.)
So, I’m sure it works on your machine, but it doesn’t work on my macOS machine, and I think that’s the most likely reason why.