How to remove stains from white appliances?

Our stove has some stains where it has possibly been opened while broiling. They are above the door and on top of the door. I have tried numerous things to get in clean: bleach, Simple Green, brillo pad and Mr. Clean Magic Eraser. Perhaps I am doing something wrong? Does anyone have a good solution to cleaning (what I believe are) burn marks off of white appliances?