How to remove branches already deleted on GitHub that still show up in VS Code?

Apparently, this feature is intentional. I found out that a correct way to remove all remote branches that have been deleted from Github is to run the following command.

git fetch --prune

Then restart visual studio to remove the branches from the command palette