I tested it with some art work, scaling it from 1600x900 to 3200x1800 and it worked flawlessly. It was painterly artwork and worked quite well actually!
This was done using the demo web app so I'm not sure how good it is for upscaling to specific resolutions if that is even possible. But I can confirm it works with painted illustrations and such.