Try using toothpaste which can be found easily at home. Squeeze some toothpaste onto a damn cloth and apply on the scratches in circular motion. Repeat if necessary until scratches is no longer visible. It really works for me.

It also helped me got rid of scratches on the wall! =)

Hope you're able to remove scratches using toothpaste too.