Upscaling adds pixels, but extra pixels are not extra information. A model guesses what belongs between the samples it was given, and the easiest way for it to look "clean" is to average away the fine noise that made the frame feel photographic in the first place. That is why an enlarged photo can measure four times larger yet look flatter than the small original: the grain, the senso... https://mejorarcalidad.com/