Some swim goggle scratches can be removed using an abrasive paste found at a hardware store or very fine grit sandpaper. You can also try toothpaste for very light scratches. However, be aware that any method you take to remove scratches might further damage them. Instead, keep them inside a soft protective case to prevent damage.