There are times when I try throwing arrows at them and I hit, but does no damage! (The text "No Damage" pops up).
I haven't try spells, or sharpen weapons then. But now I know...
Well I think it depends on you Accurancy etc. Trying with another weapon, or spells you may achieve more damage.