To clean waterproof roller blinds, first dust them using a soft brush or a vacuum cleaner with an upholstery attachment to remove loose dust and debris. For marks or stains, use a damp cloth with mild soap and warm water, gently wiping the area. Allow the blinds to fully air dry before rolling them up.