We demonstrate that the short‐term stability of organic light emitting diodes is improved by annealing the device after fabrication. Under constant current density of 50 mA/cm 2 , the relative EL intensity of annealed devices remain 93% of the initial luminance while that of the unannealed devices reach 90% of the initial luminance.