In an ideal world you'd run the experiment and see how it goes. In the real world you'll probably be stuck with it regardless of the outcome, because there will be a concentrated group who will be strongly against ending it, whereas the negative consequences will be diffuse.

That rent control is bad is not exactly a new finding. This has been known to economists across the political spectrum for decades.