A New Type of Eye Movement Model Based on Recurrent Neural Networks for Simulating the Gaze Behavior of Human Reading

Table 3

Mean accuracy and standard deviation (averaged over 100 runs) for the fixation prediction task.

Subjects	Baseline[%]	POS[%]		WL[%]		POS&WL[%]
		Mean		Mean		Mean
Sub1	69.52	70.34	1.05	78.36	1.95	79.87	1.50
Sub2	78.67	78.91	1.10	81.39	1.53	83.87	1.80
Sub3	77.29	79.66	1.18	80.83	1.84	82.77	1.58
Sub4	65.18	68.85	1.82	76.65	2.03	78.52	2.04
Sub5	60.74	63.42	1.27	71.31	1.54	74.71	1.35
Sub6	74.37	75.21	1.12	77.63	1.50	79.29	1.05
Sub7	67.66	69.48	1.05	72.58	1.34	75.69	2.13
Sub8	72.51	73.75	1.85	76.67	2.09	78.47	1.76
Sub9	56.03	61.91	1.27	70.76	1.58	73.92	1.16
Sub10	74.59	75.79	0.96	79.09	1.40	79.91	1.72
Average	69.66	71.73	1.27	76.53	1.68	78.70	1.61