One of the great mysteries of the Universe, well, at least in the Sol System, is how to dirty daleks get cleaned?
Answer: They go to the Robo wash! (Anyone remember those!?)
Okay, this may be a more plausible answer:
Of course, while documenting this, Red was being a camera hog!