Rob is doing backing vocals and I'm 70% sure a bit of synth (from the Coachella and BTS video, plus the reddit Q&A).
And why should the artist have to hide behind the canvas? Even if he was ONLY doing visuals, the visuals are amazing and he deserves recognition for them.