Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition

Benchmark Model Rank Results
face-identification-on-megafaceCos+UNPG#1Accuracy: 99.27%
face-identification-on-megafaceArc+UNPG#3Accuracy: 98.82%
face-identification-on-megafaceMag+UNPG#7Accuracy: 98.03%
face-verification-on-ijb-bArc+UNPG#2TAR @ FAR=0.01: 97.7%TAR @ FAR=0.001: 96.6TAR@FAR=0.0001: 95.04
face-verification-on-ijb-bMag+UNPG#3TAR @ FAR=0.01: 97.63%TAR @ FAR=0.001: 96.5TAR@FAR=0.0001: 95.21
face-verification-on-ijb-bCos+UNPG#4TAR @ FAR=0.01: 97.36%TAR @ FAR=0.001: 96.5TAR@FAR=0.0001: 94.99
face-verification-on-ijb-cMag+UNPG#7TAR @ FAR=1e-5: 94.7%
face-verification-on-ijb-cCos+UNPG#8TAR @ FAR=1e-5: 94.47%TAR @ FAR=1e-4: 96.38%TAR @ FAR=1e-3: 97.57
face-verification-on-ijb-cArc+UNPG#17TAR @ FAR=1e-4: 96.33%TAR @ FAR=1e-3: 97.51