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Papers Benchmarks Datasets Tasks

Face Recognition research benchmarks – Page 5 · SOTA2 Research

Face Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

YouTube Face (subset)

62.7Top-1 Accuracy

7

Feb 26, 2026

93.2Rank-1 Acc

7

Feb 26, 2026

99.13Accuracy

7

Feb 26, 2026

YFB DB (trn50/tst10)

73.9Accuracy

6

Jun 5, 2026

YFB DB (trn40 tst20)

70.2Accuracy

6

Jun 5, 2026

YFB DB (trn30/tst30)

66.3Accuracy

6

Jun 5, 2026

YFB DB (trn20/tst40)

50.8Accuracy

6

Jun 5, 2026

FaceNet (evaluation set)

78.26Top-1 Accuracy

6

May 4, 2026

96.9Accuracy

6

Mar 17, 2026

99.78Accuracy

6

Mar 17, 2026

Multi-PIE setting 2 (test)

73Accuracy (-45°)

6

Feb 26, 2026

10.51FNMR

5

Feb 26, 2026

CASIA NIR-VIS 2.0 (first fold)

Baseline + ReMix

98.18Rank-1 Acc

5

Feb 26, 2026

CEF Indian (test)

87.84TAR @ FAR=0.001

5

Feb 26, 2026

CEF Asian (test)

88.74TAR @ FAR=0.001

5

Feb 26, 2026

CEF African-American (test)

94.89TAR @ FAR=0.001

5

Feb 26, 2026

CEF Caucasian (test)

65.74TAR (FAR=0.1%)

5

Feb 26, 2026

CASIA NIR-VIS 2.0

76.41TAR@FAR=0.001

5

Feb 26, 2026

Face Recognition (train)

83Accuracy (1e-4)

5

Feb 26, 2026

Face Recognition Consolidated (LFW, CASIA-WebFace, VGGFace2) 20% (test)

MobileNet with channel and spatial attention mechanisms

97.8Accuracy

4

May 12, 2026

Physical Human Study Face Recognition (evaluation)

98.6IDF

4

Mar 24, 2026

89.6Accuracy

4

Feb 26, 2026

AR Disguise + Illumination

0.95Recognition Rate

4

Feb 26, 2026

97Recognition Rate

4

Feb 26, 2026

85.67Recognition Rate

4

Feb 26, 2026

Page 5 of 6

Popular datasets

CASIA-Face IJB LFW MultiPIE IJB-S

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