The collision happened in Margaret Street, at its junction with Regent Street, at about 12.40pm.
Officers and the London Fire Brigade attended, but the pedestrian died shortly afterwards at the scene, the Met said.
Her family are yet to be informed.
Roads in the area have reopened.