For me it should be backward to facilitate particles drop back to cyclone.
Efficiency varies linearly with the Log(Dp) from 1 to 10 micron size & it is much flatter outside this range. So if particle size increases, the efficiency increases by a factor of log(Dp2/Dp1)...Simple.
For more details consult perry or McCabe Smith.