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. 2023 Jan 20;9(2):e13053. doi: 10.1016/j.heliyon.2023.e13053

Table 1.

Comparing cutting-edge facial recognition methods using the LFW dataset.

Algorithm Accuracy on LFW in %
LBP [23] 95.17 ± 1.13
Eigenfaces [24] 88.97 ± 1.49
SIFT [25] 98.04
FaceNet [10] 99.63
VGG [26] 99.47
ResNet [27] 99.50 ± 0.36
DeepID [16] 97.45 ± 0.26
DeepID2+ [18] 99.47 ± 0.12
DeepFace [22] 97.35 ± 0.25