I say it will evaporate more quickly as the water level drops. This assumes that the level of heat input remains constant and that the pan is of relatively constant diameter. Based on those assumptions, the surface area exposed to the air remains constant, but the amount of heat lost through the sides of the pan will decline, causing the water temp to rise.