Face Verification on IJB-B

Metric: TAR @ FAR=0.001 (higher is better)

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#	Model↕	TAR @ FAR=0.001▼	Extra Data	Paper	Date↕	Code
1	CAFace+AdaFace (WebFace4M)	96.91	No	Cluster and Aggregate: Face Recognition with Lar...	2022-10-19	Code
2	Arc+UNPG	96.6	No	Unified Negative Pair Generation toward Well-dis...	2022-03-22	Code
3	Mag+UNPG	96.5	No	Unified Negative Pair Generation toward Well-dis...	2022-03-22	Code
4	Cos+UNPG	96.5	No	Unified Negative Pair Generation toward Well-dis...	2022-03-22	Code
5	QMagFace	96.48	No	QMagFace: Simple and Accurate Quality-Aware Face...	2021-11-26	Code
6	VGGFace2_ft	90.8	No	VGGFace2: A dataset for recognising faces across...	2017-10-23	Code

#1CAFace+AdaFace (WebFace4M)SOTA
96.91
TAR @ FAR=0.001· 2022-10-19
Cluster and Aggregate: Face Recognition with Large Probe Set Code
#2Arc+UNPGSOTA
96.6
TAR @ FAR=0.001· 2022-03-22
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition Code
#3Mag+UNPG
96.5
TAR @ FAR=0.001· 2022-03-22
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition Code
#4Cos+UNPG
96.5
TAR @ FAR=0.001· 2022-03-22
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition Code
#5QMagFaceSOTA
96.48
TAR @ FAR=0.001· 2021-11-26
QMagFace: Simple and Accurate Quality-Aware Face Recognition Code
#6VGGFace2_ftSOTA
90.8
TAR @ FAR=0.001· 2017-10-23
VGGFace2: A dataset for recognising faces across pose and age Code