Table 2: Eye localization and classification comparison on the BioID datasets.

Method Time (ms)

Valenti and Gevers [5]86.1%91.7%97.9%
Timm and Barth [7]82.5%93.4%99.7%
Amos et al. [20]84.1%90.2%96.1%
500
Araujo et al. [9]
88.3% 92.7%98.9%83
Asadifard and Shanbezadeh [25]
47.0% 86.0%96.0%45
Markuš et al. [6]
85.7% 95.3%99.7% 28
Leo et al. 2013 [12]
78.0% 86.0% 90.0% 330
Leo et al. 2014 [13]
80.6% 87.3% 94.0%330
Gou et al. [15]
91.2%99.4%99.8% 67
Ours 85.6% 95.9% 99.5%13

indicates that we cannot measure the processing time.