Face Verification on IJB-C 1:1 protocol (test)
0.0394FRR @ FAR=1e-4 (%)ArcFace
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ArcFaceBackbone=R100, Ethical Module=None2022.10 | 0.0394 | 0.0197 | 0.0406 | 0.0268 | 0.0179 | 0.0204 | |
| ArcFaceBackbone=R50, Ethical Module=None2022.10 | 0.0429 | 0.0181 | 0.0341 | 0.03 | 0.0188 | 0.0195 | |
| ArcFace + Ethical ModuleBackbone=R100, kappa0=25, kappa1=202022.10 | 0.0434 | 0.0162 | 0.1186 | 0.0276 | 0.016 | 0.0558 | |
| ArcFace + Ethical ModuleBackbone=R100, kappa0=15, kappa1=202022.10 | 0.049 | 0.0233 | 0.0117 | 0.029 | 0.0198 | 0.0115 | |
| ArcFace + Ethical ModuleBackbone=R50, kappa0=25, kappa1=202022.10 | 0.0491 | 0.0149 | 0.1087 | 0.0319 | 0.015 | 0.0649 | |
| ArcFaceBackbone=R34, Ethical Module=None2022.10 | 0.0495 | 0.0172 | 0.0283 | 0.0347 | 0.0177 | 0.0188 | |
| ArcFace + Ethical ModuleBackbone=R100, kappa0=45, kappa1=302022.10 | 0.052 | 0.0192 | 0.0125 | 0.0353 | 0.0191 | 0.0107 | |
| ArcFace + Ethical ModuleBackbone=R50, kappa0=45, kappa1=302022.10 | 0.0541 | 0.0173 | 0.0124 | 0.0371 | 0.0177 | 0.0109 | |
| ArcFace + Ethical ModuleBackbone=R50, kappa0=15, kappa1=202022.10 | 0.0556 | 0.0218 | 0.0128 | 0.034 | 0.0218 | 0.01 | |
| ArcFace + Ethical ModuleBackbone=R34, kappa0=25, kappa1=202022.10 | 0.0567 | 0.0145 | 0.1369 | 0.036 | 0.015 | 0.0586 | |
| ArcFace + Ethical ModuleBackbone=R34, kappa0=45, kappa1=302022.10 | 0.0613 | 0.0162 | 0.017 | 0.0424 | 0.0169 | 0.0106 | |
| ArcFace + Ethical ModuleBackbone=R34, kappa0=15, kappa1=202022.10 | 0.0638 | 0.0205 | 0.0117 | 0.0385 | 0.0204 | 0.0106 | |
| ArcFaceBackbone=R18, Ethical Module=None2022.10 | 0.0664 | 0.0168 | 0.0381 | 0.0441 | 0.0158 | 0.0237 | |
| ArcFace + Ethical ModuleBackbone=R18, kappa0=45, kappa1=302022.10 | 0.0746 | 0.015 | 0.0316 | 0.0497 | 0.0156 | 0.0185 | |
| ArcFace + Ethical ModuleBackbone=R18, kappa0=25, kappa1=202022.10 | 0.0827 | 0.0119 | 0.1625 | 0.0476 | 0.0126 | 0.1094 | |
| ArcFace + Ethical ModuleBackbone=R18, kappa0=15, kappa1=202022.10 | 0.0861 | 0.0183 | 0.0139 | 0.0496 | 0.0188 | 0.0143 | |
| PASS-gBackbone=R1002022.10 | 0.09 | 0.017 | 0.0449 | 0.0627 | 0.0179 | 0.0297 | |
| PASS-gBackbone=R502022.10 | 0.1034 | 0.0145 | 0.0693 | 0.0706 | 0.0151 | 0.0363 | |
| PASS-gBackbone=R342022.10 | 0.1203 | 0.0143 | 0.04 | 0.0836 | 0.015 | 0.0279 |