Partial FC: Training 10 Million Identities on a Single Machine

Benchmark Model Rank Results
face-recognition-on-calfwPartial FC ResNet100 + CosFace (Glint360K, r=1.0)#1Accuracy: 96.21
face-identification-on-megafacePartialFC + Glint360K + R100#2Accuracy: 99.10%
face-recognition-on-cplfwPartial FC ResNet100 + CosFace (Glint360K, r=0.1)#2Accuracy: 94.83
face-recognition-on-agedb-30Partial FC ResNet100 + CosFace (Glint360K, r=0.1)#3Accuracy: 98.57
face-recognition-on-cfp-fpPartial FC ResNet100 + CosFace (Glint360K, r=1.0)#3Accuracy: 99.33
face-recognition-on-lfwPartial FC ResNet100 + CosFace (Glint360K, r=1.0)#5Accuracy: 99.83
face-verification-on-ijb-bPartial FC ResNet100 + CosFace (Glint360K, r=1.0)#13TAR@FAR=0.0001: 96.1
face-verification-on-ijb-cPartial FC ResNet100 + CosFace (Glint360K, r=1.0)#29TAR @ FAR=1e-4: 97.3%