To my eyes its a INT8 denoise and sharpening filter.
That means that the GPU will not taxed much and is very fast.
The Quality of the source Video in the comparison is already very good, you dont see that much of compression.
Here is a video about the AI upscaling in Photoshop by RTX.
We know that it is years behind that one of GP.