Uncle Joe's is gone. It's been replaced by place called Se7en Cafe. This is sourced from my own knowledge of the area, but here's an article to verify. It doesn't mention Se7en Cafe but mentions Uncle Joe's.

https://www.dailytelegraph.com.au/newslocal/thesouthcoastnews/batemans-bay-bridge-plaza-why-south-coast-shopping-mall-is-seeing-mass-closings/news-story/cb10d60f56f47c9933d3f15a3c11fac3?amp