uhm this might sound a little weird, but seriously try one of the Mr Clean magic erasers. mandy has those shoes, and they're made of like, plastic or something, so i doubt the cleaning product will damage it. Mr clean magic erasers seriously work on everything! you can get them in the grocery store.