The invention relates to an organic light-emitting diode (OLED) device which comprises a substrate and an anode, an organic layer and a cathode which are sequentially arranged on the substrate. The cathode is a transparent composite cathode and comprises an alloy layer of low work function metal and silver, a silver layer and an anti-reflection layer arranged on the silver layer. The work function of the low work function metal is smaller than 3.7eV, the molar ratio of the low work function metal and the silver in the alloy layer is 2:1-8:1, the thickness of the alloy layer is 3-11nm, the thickness of the silver layer is 15-30nm, and the thickness of the anti-reflection layer is 30-100nm. Magnesium, lithium, potassium and the like can be wrapped on the periphery of silver atoms when being evaporated with the silver together, the work function of the cathode can be effectively reduced by evaporation in proper proportion, and the cathode cannot absorb a large amount of visible light. The anti-reflection layer increases intensity of transparent light, is large in energy gap and does not affect color purity of the device. The thickness of the alloy layer and the silver layer is low, so that the alloy layer and the silver layer have high light transmittance.