Blindness traps do not fail. Ever. If the trap exists, it will be triggered, it will hit all applicable targets in the room, and it will blind them. There is no failure rate, no save, no exceptions unless the target is immune to blindness like an undead or shifter form that has blindsight. I have had this verified by someone who played a recent trap thief.