So in response to the grandparent, 1-3 ms is way too short, but it kinda of depends on the definition of "react" in this instance. The delay from a photon hitting the retina to triggering neurons in the superior colliculus to spike is likely pretty low (I would guess ~10 ms?), but when ocular motor movement becomes involved (ie stimulus onset -> fixation) things slow down considerably.
