In line with general population, shorter duration of fixations and larger saccades during the habituation phase (initial learning) or for the novel (vs. familiar) images during the test phase were predicted to be associated with older age, higher PET Aβ and tau, presence of MCI or dementia and poorer cognitive functioning. Here, MAPT is linked to dementia.