Face Recognition on CALFW
96.11AccuracyFC-R100
Evaluation Results
| Method | Links | |
|---|---|---|
| FC-R100Training Dataset=Webface42M, Backbone=ResNet-1002021.05 | 96.11 | |
| DuetFaceVenue=MM '22, PPFR=Yes2024.03 | 96.1 | |
| DuetFaceDP/LDP Guarantee=None2026.03 | 96.1 | |
| PartialFaceVenue=ICCV '23, PPFR=Yes2024.03 | 96.07 | |
| PartialFaceDP/LDP Guarantee=None2026.03 | 96.07 | |
| ArcFaceVenue=CVPR '19, PPFR=No2024.03 | 96.05 | |
| DCTDPVenue=ECCV '22, PPFR=Yes, Privacy Budget=epsilon=12024.03 | 96.05 | |
| ArcFaceDP/LDP Guarantee=None2026.03 | 96.05 | |
| LDP-SlicingDP/LDP Guarantee=Pixel-level2026.03 | 96.02 | |
| F2C-R100Training Dataset=Webface42M, Backbone=ResNet-1002021.05 | 95.92 | |
| MinusFaceVenue=ours, PPFR=Yes, Backbone=IR-502024.03 | 95.9 | |
| MinusFaceDP/LDP Guarantee=None2026.03 | 95.9 | |
| FC-R50Training Dataset=MS1MV2, Backbone=ResNet-502021.05 | 95.76 | |
| FC-R50Training Dataset=Glint360k, Backbone=ResNet-502021.05 | 95.71 | |
| PPFR-FDVenue=AAAI '22, PPFR=Yes2024.03 | 95.6 | |
| PPFR-FDDP/LDP Guarantee=None2026.03 | 95.6 | |
| F2C-R50Training Dataset=MS1MV2, Backbone=ResNet-502021.05 | 95.58 | |
| F2C-R50Training Dataset=Glint360k, Backbone=ResNet-502021.05 | 95.23 | |
| F2C-MobileTraining Dataset=MS1MV2, Backbone=Mobile2021.05 | 94.53 | |
| FC-MobileTraining Dataset=MS1MV2, Backbone=Mobile2021.05 | 94.37 | |
| MBV3-LBackbone=MBV3-L, MAdds (M)=41.2, Params(M)=1.02021.04 | 94 | |
| AsymmNet-LBackbone=AsymmNet-L, MAdds (M)=41.6, Params(M)=1.12021.04 | 93.8 | |
| AdvFaceVenue=CVPR '23, PPFR=Yes2024.03 | 93.62 | |
| AdvFaceDP/LDP Guarantee=None2026.03 | 93.62 | |
| DCTDPDP/LDP Guarantee=Block-level2026.03 | 93.47 | |
| SteerFaceVenue=(Ours), Generator=DM, Scale (#IDs × #Imgs)=1.2M (24K × 50)2026.05 | 93.43 | |
| MorphFaceVenue=CVPR 25, Generator=DM, Scale (#IDs × #Imgs)=1.2M (24K × 50)2026.05 | 93.4 | |
| CASIAVenue=(Real), Generator=/, Scale (#IDs × #Imgs)=0.49M (10.5K × 47)2026.05 | 93.35 | |
| Arc2FaceVenue=ECCV 24, Generator=DM, Scale (#IDs × #Imgs)=1.2M (20K × 50, 40K × 5)2026.05 | 93.33 | |
| ProFaceVenue=MM '22, PPFR=Yes2024.03 | 93.2 | |
| ProFaceDP/LDP Guarantee=None2026.03 | 93.2 | |
| UIFace*Venue=ICLR 25, Generator=DM, Scale (#IDs × #Imgs)=1.2M (10K × 50)2026.05 | 93.17 | |
| SteerFaceVenue=(Ours), Generator=DM, Scale (#IDs × #Imgs)=0.5M (10K × 50)2026.05 | 92.95 | |
| IDPerturb*Venue=CVPR 26, Generator=DM, Scale (#IDs × #Imgs)=1.2M (24K × 50)2026.05 | 92.92 | |
| DCFaceVenue=CVPR 23, Generator=DM, Scale (#IDs × #Imgs)=1.2M (20K × 50, 40K × 5)2026.05 | 92.82 | |
| MorphFaceVenue=CVPR 25, Generator=DM, Scale (#IDs × #Imgs)=0.5M (10K × 50)2026.05 | 92.73 | |
| Arc2FaceVenue=ECCV 24, Generator=DM, Scale (#IDs × #Imgs)=0.5M (10K × 50)2026.05 | 92.63 | |
| CemiFaceVenue=NeurIPS 24, Generator=DM, Scale (#IDs × #Imgs)=0.5M (10K × 50)2026.05 | 92.42 | |
| UIFaceVenue=ICLR 25, Generator=DM, Scale (#IDs × #Imgs)=0.5M (10K × 50)2026.05 | 92.25 | |
| CloakVenue=WWW '21, PPFR=Yes, Trade-off parameter=1002024.03 | 92.18 | |
| CloakDP/LDP Guarantee=None2026.03 | 92.18 | |
| IDPerturb*Venue=CVPR 26, Generator=DM, Scale (#IDs × #Imgs)=0.5M (10K × 50)2026.05 | 91.87 | |
| DCFaceVenue=CVPR 23, Generator=DM, Scale (#IDs × #Imgs)=0.5M (10K × 50)2026.05 | 91.6 | |
| ID3Venue=NeurIPS 24, Generator=DM, Scale (#IDs × #Imgs)=0.5M (10K × 50)2026.05 | 90.73 | |
| IDiff-FaceVenue=ICCV 23, Generator=DM, Scale (#IDs × #Imgs)=0.5M (10K × 50)2026.05 | 90.65 | |
| AsymmNet-sBackbone=AsymmNet-s, MAdds (M)=10.3, Params(M)=0.32021.04 | 90.1 | |
| MBV3-sBackbone=MBV3-s, MAdds (M)=10.2, Params(M)=0.32021.04 | 90.1 | |
| PEEPVenue=CS '20, PPFR=Yes, Privacy Budget=52024.03 | 90.06 | |
| PEEPDP/LDP Guarantee=Feature-level2026.03 | 90.06 | |
| InstaHideVenue=ICML '20, PPFR=Yes2024.03 | 86.24 | |
| InstaHideDP/LDP Guarantee=None2026.03 | 86.24 | |
| ExFaceGANVenue=IJCB 23, Generator=GAN, Scale (#IDs × #Imgs)=0.5M (10K × 50)2026.05 | 82.98 | |
| DigiFaceVenue=WACV 23, Generator=Rendering, Scale (#IDs × #Imgs)=1.2M (10K × 72, 100K × 5)2026.05 | 82.55 | |
| DigiFaceVenue=WACV 23, Generator=Rendering, Scale (#IDs × #Imgs)=0.5M (10K × 50)2026.05 | 78.62 | |
| SynFaceVenue=ICCV 21, Generator=GAN, Scale (#IDs × #Imgs)=0.5M (10K × 50)2026.05 | 74.73 | |
| SFaceVenue=IJCB 22, Generator=GAN, Scale (#IDs × #Imgs)=0.6M (10K × 60)2026.05 | 73.2 | |
| SFace2Venue=BIOM 24, Generator=GAN, Scale (#IDs × #Imgs)=0.6M (10K × 60)2026.05 | 72.18 | |
| IDNetVenue=CVPR 23, Generator=GAN, Scale (#IDs × #Imgs)=0.5M (10K × 50)2026.05 | 71.5 |