It depends on the game and how well the immersion is done.

I played a VR game recently called Emily Wants To Play. The graphics were poor, mechanics iffy, but the VR immersion made it poop your pants worthy. I think we can see that outside of VR thanks to modern graphics. Certain games can still pull it off I think.