Yes, zip fles work fine.
I managed to get a couple games going, turns out I didn't have the mame emulator in root folder of SD, which I didn't notice anywhere in the documentation.
Most of them however come up with an error saying:
Unable to open ROM
Error loading ROMs
Unable to initialize...