It's usually the lighter colors that get dirty, and there are two ways to go.
Wipe with a magic sponge dipped in water. This is effective against sweat, dirt and dirt on hands.
Use sandpaper 2000~3000 times. This is effective for more serious soiling.
If the above method cannot be solved, it means there is a possibility of staining and the pigment has penetrated into the material.