it just looks off on the backdrop

really? it's just a piece of paper, i did increase the brightness of the photo slightly, but that's it, my camera was a bit dark for my liking

i think its just the way the image was taken from directly overhead. makes the sculpture appear to pop out in a way that makes it look ai generated to me
probably could be fixed by angling the camera a little bit downward

probably