Membrane separation technology for catalyst recovery achieves high-efficiency solid-liquid separation of ultrafine catalysts. It retains precious metal catalysts, obtains clear filtrate, cuts costs and reduces hazardous waste for fine chemical and pharmaceutical intermediate production.