Effective and Generalizable Graph-Based Clustering for Faces in the Wild

Table 5

Computation time comparison (HH : MM:SS.ms).

Method	LFW	YTF	EYaleB	AR
Number of images	13,233	621,126	2,414	2,600
ResNet-29 + k-means	00 : 01 : 07.663	00 : 14 : 01.229	00 : 00 : 00.110	00 : 00 : 00.223
ResNet-29 + GLC	00 : 00 : 15.638	04 : 36 : 39.981	00 : 00 : 00.276	00 : 00 : 00.289
ResNet-29 + Approximate Rank-order	00 : 04 : 06.712	03 : 26 : 34.220	00 : 00 : 29.916	00 : 00 : 33.099
ResNet-29 + ours (proposed)	00 : 00 : 16.035	04 : 41 : 31.604	00 : 00 : 00.314	00 : 00 : 00.267