EdgeFace: Efficient Face Recognition Model for Edge Devices

Benchmark Model Rank Results
lightweight-face-recognition-on-agedb-30EdgeFace - S (g=0.5)#1Accuracy: 0.9693MFLOPs: 306.11MParams: 3.65
lightweight-face-recognition-on-agedb-30EdgeFace - XS (g=0.6)#4Accuracy: 0.96MFLOPs: 154MParams: 1.77
lightweight-face-recognition-on-calfwEdgeFace - S (g=0.5)#1Accuracy: 0.9571MFLOPs: 306.11MParams: 3.65
lightweight-face-recognition-on-calfwEdgeFace - XS (g=0.6)#3Accuracy: 0.9528MFLOPs: 154MParams: 1.77
lightweight-face-recognition-on-cfp-fpEdgeFace - S (g=0.5)#1Accuracy: 0.9581MFLOPs: 306.11MParams: 3.65
lightweight-face-recognition-on-cfp-fpEdgeFace - XS (g=0.6)#2Accuracy: 0.9437MFLOPs: 154MParams: 1.77
lightweight-face-recognition-on-cplfwEdgeFace - S (g=0.5)#1Accuracy: 0.9256MFLOPs: 306.11MParams: 3.65
lightweight-face-recognition-on-cplfwEdgeFace - XS (g=0.6)#2Accuracy: 0.9182MFLOPs: 154MParams: 1.77
lightweight-face-recognition-on-ijb-bEdgeFace - S (g=0.5)#1TAR @ FAR=0.01: 0.9358MFLOPs: 306.11MParams: 3.65
lightweight-face-recognition-on-ijb-bEdgeFace - XS (g=0.6)#2TAR @ FAR=0.01: 0.9267MFLOPs: 154MParams: 1.77
lightweight-face-recognition-on-ijb-cEdgeFace - S (g=0.5)#1TAR @ FAR=0.01: 0.9563MFLOPs: 306.11MParams: 3.65
lightweight-face-recognition-on-ijb-cEdgeFace - XS (g=0.6)#2TAR @ FAR=0.01: 0.9485MFLOPs: 154MParams: 1.77
lightweight-face-recognition-on-lfwEdgeFace - S (g=0.5)#1Accuracy: 0.9978MFLOPs: 306.11MParams: 3.65
lightweight-face-recognition-on-lfwEdgeFace - XS (g=0.6)#2Accuracy: 0.9973MFLOPs: 154MParams: 1.77
face-recognition-on-calfwEdgeFace-S (gamma=0.5)#12Accuracy: 95.71
face-verification-on-ijb-bEdgeFace-S (gamma=0.5)#14TAR@FAR=0.0001: 93.58
face-recognition-on-agedb-30EdgeFace-S (gamma=0.5)#17Accuracy: 96.98
face-recognition-on-cplfwEdgeFace-S (gamma=0.5)#17Accuracy: 92.56
face-recognition-on-cfp-fpEdgeFace - S (g=0.5)#21Accuracy: 0.9581
face-recognition-on-lfwEdgeFace - S (g=0.5)#22Accuracy: 0.9978
face-recognition-on-lfwEdgeFace - XS (g=0.6)#25Accuracy: 0.9973
face-verification-on-ijb-cEdgeFace-S (gamma=0.5)#27TAR @ FAR=1e-4: 95.63%