Whats the source of that image? It looks like a suspicious result, for example the white shirt is lost in the "upscaled" image. Was is trained on a specific set of images to prove this point?
It's from an algorithm called PULSE. It seems to search the latent space of StyleGAN to find a face that compresses to something similar to the query image.