Rank-1 Identification Accuracy with 1 Million Distractors

Algorithm Set 1 Set 2 Set 3
GRCCV - GRCCV 75.772% 75.772% 75.772%
NEC - (Kihyuk Sohn/Xiang Yu/Manmohan Chandraker) 62.122% 62.122% 62.122%
Team 2009 - (GT-CMU-SYSU) 58.933% 58.933% 58.933%
3DiVi - (Andrey Bich/Andrey Tsybulevsky) 57.045% 57.045% 57.045%
VeraID - (Daniel Saez Trigueros) 44.191% 44.191% 44.191%
TSEC - (Haiyong Sun) 28.716% 28.716% 28.716%
Baseline - Model C 5.357% 5.357% 5.357%
Baseline - Model D 3.954% 3.954% 3.954%
Baseline - Model A 2.130% 2.130% 2.130%
Baseline - Model B 1.846% 1.846% 1.846%

Identification Performance with 1 Million Distractors

Identification Performance with 10K Distractors





Set 1

JointBayes Verification Graph

Set 1

JointBayes Verification Graph
JointBayes Verification Graph







- -   uses large training set

Set 2

JointBayes Verification Graph

Set 2

JointBayes Verification Graph







- -   uses large training set

Set 3

JointBayes Verification Graph

Set 3

JointBayes Verification Graph

Rank-1 Identification Accuracy with 1 Million Distractors

Algorithm Set 1 Set 2 Set 3
GRCCV - GRCCV 75.772% 75.772% 75.772%
NEC - (Kihyuk Sohn/Xiang Yu/Manmohan Chandraker) 62.122% 62.122% 62.122%
Team 2009 - (GT-CMU-SYSU) 58.933% 58.933% 58.933%
3DiVi - (Andrey Bich/Andrey Tsybulevsky) 57.045% 57.045% 57.045%
VeraID - (Daniel Saez Trigueros) 44.191% 44.191% 44.191%
TSEC - (Haiyong Sun) 28.716% 28.716% 28.716%
Baseline - Model C 5.357% 5.357% 5.357%
Baseline - Model D 3.954% 3.954% 3.954%
Baseline - Model A 2.130% 2.130% 2.130%
Baseline - Model B 1.846% 1.846% 1.846%

Rank-1 Identification Performance

Rank-10 Identification Performance





Set 1

JointBayes Verification Graph

Set 1

JointBayes Verification Graph
JointBayes Verification Graph






Set 2

JointBayes Verification Graph

Set 2

JointBayes Verification Graph






Set 3

JointBayes Verification Graph

Set 3

JointBayes Verification Graph

Verification TAR for 10-6 FAR

Algorithm Set 1 Set 2 Set 3
GRCCV - GRCCV 74.843% 74.843% 74.843%
Team 2009 - (GT-CMU-SYSU) 71.124% 71.124% 71.124%
NEC - (Kihyuk Sohn/Xiang Yu/Manmohan Chandraker) 66.845% 66.845% 66.845%
3DiVi - (Andrey Bich/Andrey Tsybulevsky) 66.458% 66.458% 66.458%
VeraID - (Daniel Saez Trigueros) 48.087% 48.087% 48.087%
TSEC - (Haiyong Sun) 7.478% 7.478% 7.478%
Baseline - Model D 3.010% 3.010% 3.010%
Baseline - Model C 1.655% 1.655% 1.655%
Baseline - Model B 1.351% 1.351% 1.351%
Baseline - Model A 1.328% 1.328% 1.328%

Verification Performance with 1 Million Distractors

Verifification Performance with 10K Distractors





Set 1

JointBayes Verification Graph

Set 1

JointBayes Verification Graph
JointBayes Verification Graph






Set 2

JointBayes Verification Graph

Set 2

JointBayes Verification Graph






Set 3

JointBayes Verification Graph

Set 3

JointBayes Verification Graph