The output directories – it removes the code that it’s previously built.
It doesn’t remove the bin/obj directories themselves (or the Debug/Release directories beneath them), just the actual .exe, .dll, etc files. Unfortunately this makes it less useful for my usual use of cleaning up output directories: when I want to zip up the source code. As the Clean action doesn’t do this, I usually just delete the bin and obj directories directly.