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Papers Benchmarks Datasets Tasks

Face Recognition research benchmarks – Page 3 · SOTA2 Research

Face Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

VGGFace2 (test)

98.21Accte_rm Accuracy

12

Feb 26, 2026

VGGFace2 (train)

100Accuracy (Trained RM)

12

Feb 26, 2026

99.9Fb Accuracy

12

Feb 26, 2026

98.95AUROC (%)

11

Jun 4, 2026

98.41AUROC

11

Jun 4, 2026

96.59TPR @ FAR=1e-4

11

Apr 13, 2026

95.18TPR (FPR=1e-4)

11

Apr 13, 2026

71.43Accuracy

11

Mar 27, 2026

100Accuracy (f)

11

Feb 27, 2026

MultiPIE Illum.+Exps.+Pose (test)

66.49Recognition Rate

11

Feb 26, 2026

MultiPIE Illum.+Pose (test)

75.29Recognition Rate

11

Feb 26, 2026

MultiPIE Illum.+Exps. (test)

87.89Recognition Rate

11

Feb 26, 2026

MultiPIE Exps.+Pose (test)

87.71Recognition Rate

11

Feb 26, 2026

MultiPIE Pose (test)

95.63Recognition Rate

11

Feb 26, 2026

MultiPIE Exps. (test)

99.17Recognition Rate

11

Feb 26, 2026

MultiPIE Illum. (test)

100Recognition Rate

11

Feb 26, 2026

Tufts Face dataset VIS-Thermal protocol

82.59Rank-1 Accuracy

10

May 7, 2026

90.24TAR@FAR=1e-6

10

Mar 31, 2026

VGG-Face (test)

52.37Accuracy

10

Feb 26, 2026

LFW 1.0 (full set)

ARCFACE + EM-FRR

5.8FRR @ FAR

10

Feb 26, 2026

72.54Rank-1 Accuracy

10

Feb 26, 2026

83.95Accuracy

10

Feb 26, 2026

0.92AUC

9

Jul 8, 2026

49.39TAR@FAR=1e-6

9

Mar 31, 2026

39.14Rank-1

9

Feb 26, 2026

Page 3 of 6

Popular datasets

CASIA-Face IJB LFW MultiPIE IJB-S

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