Complex sentence: Nonetheless, some researchers have conducted experiments that directly compared the two theories; not surprisingly, the results often favored a hierarchal feature building model like the pandemonium architecture.
Split into simpler sentences: Nonetheless, some researchers have conducted experiments comparing the two theories. Not surprisingly, the results often favored a hierarchal feature building model like the pandemonium architecture.