Most outdoor furniture is easy to clean. Simply getting a wet rag and wiping it down will go a long way. You could also consider buying a patio furniture cleaner that is meant to gently remove dirt, grease, and water marks from outdoor furniture. For furniture accessories like pillows, cushions, blankets, or anything made of cotton or polyester material, it is best to machine-wash or spot clean with a rag.