I am not sure what Adobe software you are talking about. They probably have around 50+ different programs.
In general I don’t use the Windows 7 uninstaller to uninstall anything. I use the free app I/O Bit uninstaller. It is a much better uninstaller than the standard Windows uninstaller.
Here is a link to the free version I use: