They knew they couldn’t (probably didn’t want to) damage the painting itself. The Mona Lisa has been behind bullet proof glass since the mid 90s, so it wasnt a secret. So they chose something that was relevant to their cause and they probably (rightly) guessed that soup would make a headline when paint or dye has been done so many times before that it might not.