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Papers Benchmarks Datasets Tasks

Face Verification research benchmarks – Page 3 · SOTA2 Research

Face Verification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

99.25Accuracy

16

Feb 26, 2026

AdaFace+SymFace

94.66Accuracy

16

Feb 26, 2026

AdaFace+SymFace

96.14Accuracy

16

Feb 26, 2026

98.28Accuracy

16

Feb 26, 2026

AdaFace+SymFace

99.85Accuracy

16

Feb 26, 2026

CALFW standard (test)

96.21Accuracy

16

Feb 26, 2026

LFW unrestricted with labeled outside data 9

99.65Accuracy

16

Feb 26, 2026

High-quality Datasets (LFW, CFP-FP, CPLFW, AgeDB, CALFW, VGG2-FP)

99.83Accuracy (LFW)

15

Mar 31, 2026

83.11TAR @ FAR=1%

14

Jun 9, 2026

IJB-B 1:1 verification 41

96.03TAR @ FAR=0.01%

14

Feb 26, 2026

CFP-FP 1:1 verification 31

99.19Accuracy

14

Feb 26, 2026

IJB-C unconstrained face verification protocol

88.03TAR @ FAR=1e-5

14

Feb 26, 2026

98.5TAR

13

Feb 26, 2026

CALFW 1:1 verification 50

96.3Accuracy

13

Feb 26, 2026

AgeDB 1:1 verification 29

98.6Accuracy

13

Feb 26, 2026

CPLFW 1:1 verification 49

94.63Accuracy

13

Feb 26, 2026

99.78Accuracy

13

Feb 26, 2026

Labeled Faces in the Wild (LFW)

99.17Accuracy

13

Feb 26, 2026

YTF unrestricted with labeled outside data 35

97.3Accuracy

12

Feb 26, 2026

98.01AUROC (%)

11

Jun 4, 2026

Face Verification Evaluation

0.013EER

11

Feb 26, 2026

LFW ArcFace (FairFace) (test)

98.63AUROC

10

Jun 4, 2026

1.87Mated Score (KL Div)

10

Feb 26, 2026

89.93MF2 Verification Rate

10

Feb 26, 2026

Proposed dynamic MTL

99.14Accuracy

10

Feb 26, 2026

Page 3 of 6

Popular datasets

LFW RFW IJB AgeDB CelebA

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