Face Verification

Face and Ocular Challenge Series (FOCS)

Details about the Face and Ocular Challenge Series can be found challenge website.

References
Author	Title	Source
P. Jonathon Phillips, J. Ross Beveridge, Bruce A. Draper, Geof Givens, Alice J. O’Toole, David S. Bolme, Joseph Dunlop, Yui Man Lui, Hassan Sahibzada, and Samuel Weimer	An Introduction to the Good, the Bad, and the Ugly Face Recognition Challenge Problem	In Proc. IEEE Int’l Conf. Automatic Face and Gesture Recognition, 2011.

Face Recognition Grand Challenge (FRGC)

References
Author	Title	Source
P. J. Phillips, P. J. Flynn, T. Scruggs, K. W. Bowyer, J. Chang, K. Hoffman, J. Marques, J. Min, and W. Worek	Overview of the Face Recognition Grand Challenge	In Proc. 2005 IEEE Computer Society Conf. on Computer Vision and Pattern Recognition, vol. 1, Los Alamitos, CA, USA, 2005, pp. 947–954.

Face Recognition Technology (FERET)

References
Author	Title	Source
P.J. Phillips, H. Wechsler, J. Huang, P. Rauss	The FERET database and evaluation procedure for face recognition algorithms	Image and Vision Computing J, Vol. 16, No. 5, pp. 295-306, 1998.
P.J. Phillips, H. Moon, S.A. Rizvi, P.J. Rauss	The FERET Evaluation Methodology for Face Recognition Algorithms	IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 22, pp. 1090-1104, 2000.

Face Verification on LFW

The evaluation protocol for LFW can be found in Huang et al.

References
Author	Title	Source
G. B. Huang, M. Ramesh, T. Berg, and E. Learned-Miller	Labeled Faces in the Wild: A Database for Studying Face Recognition in Unconstrained Environments	University of Massachusetts, Amherst, Tech. Rep., Oct. 2007.

Face Recognition in Unconstrained Videos with Matched Background Similarity

Details about the Benchmark can be found on the YouTube Faces DB and benchmark website.

References
Author	Title	Source
Lior Wolf, Tal Hassner and Itay Maoz	Face Recognition in Unconstrained Videos with Matched Background Similarity	IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2011.