Per the paper it's not quite real time (15 fps), and they suggest converting to a different representation (PlenOctrees) for real time.
But yes, it's far more realistic than your simple mesh-and-texture; the video shows it handles reflections and transparency. When NeRF came out (~2020?) it was a major step forward in light field quality and this technique appears to maintain that quality.