Strabismus Recognition Using Eye-Tracking Data and Convolutional Neural Networks

Table 1

Accuracies (%) of different CNN models. The accuracy of the baseline method is 69.1.

Feature							All
AlexNet	78.6	78.6	76.2	76.2	73.8	76.7	76.2
VGG-F	76.2	76.2	76.2	76.2	78.6	65.1	81.0
VGG-M	88.1	85.7	85.7	85.7	78.6	57.1	78.6
VGG-S	85.7	81.0	78.6	95.2	76.2	79.1	83.3
VGG-16	83.3	81.0	76.2	81.0	76.2	67.4	83.3
VGG-19	81.0	78.6	81.0	81.0	71.4	62.8	83.3