Face Verification on CFP-FP
9,903AccuracyViT-8R
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ViT-8RBackbone=ViT-B + 8 Registers, Train data=WebFace4M2026.06 | 9,903 | — | |
| ViTBackbone=ViT-B, Train data=WebFace4M2026.06 | 9,897 | — | |
| GIFTrain Set=WebFace4M, Backbone=ViT-base2025.05 | 99.69 | — | |
| TopoFRTraining Data=Glint360K, Backbone=R200, Venue=NeurIPS242024.10 | 99.45 | — | |
| TopoFRTraining Data=Glint360K, Backbone=R100, Venue=NeurIPS242024.10 | 99.43 | — | |
| TransFace-LTraining Data=Glint360K, Backbone=ViT, Venue=ICCV232024.10 | 99.32 | — | |
| TopoFRTraining Data=Glint360K, Backbone=R50, Venue=NeurIPS242024.10 | 99.28 | — | |
| AdaFaceTraining Data=Glint360K, Backbone=R200, Venue=CVPR222024.10 | 99.24 | — | |
| Part-based FRBackbone=Part fViT-B, Train data=MS1MV32026.06 | 99.21 | — | |
| AdaFaceTraining Data=Glint360K, Backbone=R100, Venue=CVPR222024.10 | 99.2 | — | |
| ArcFaceTraining Dataset=WebFace4M2026.04 | 99.19 | — | |
| ArcFaceBackbone=ResNet101, Train data=WebFace4M2026.06 | 99.19 | — | |
| TransFace-BTraining Data=Glint360K, Backbone=ViT, Venue=ICCV232024.10 | 99.17 | — | |
| AdaFaceTraining Dataset=WebFace4M2026.04 | 99.17 | — | |
| TransFaceBackbone=TransFace-B, Train data=MS1MV22026.06 | 99.17 | — | |
| ViT-8RBackbone=ViT-B + 8 Registers, Train data=MS1MV32026.06 | 99.17 | — | |
| AdaFaceBackbone=ResNet101, Train data=WebFace4M2026.06 | 99.17 | — | |
| FunFaceTraining Dataset=MS1MV32026.04 | 99.16 | — | |
| ArcFaceTraining Data=Glint360K, Backbone=R200, Venue=CVPR192024.10 | 99.14 | — | |
| FunFaceTraining Dataset=WebFace4M2026.04 | 99.14 | — | |
| VPL-ArcFaceTraining Dataset=MS1MV32026.04 | 99.11 | — | |
| VPL-ArcFaceBackbone=ResNet101, Train data=MS1MV32026.06 | 99.11 | — | |
| KP-RPEBackbone=ViT-B+KP-RPE, Train data=MS1MV32026.06 | 99.11 | — | |
| ViTBackbone=ViT-B, Train data=MS1MV32026.06 | 99.11 | — | |
| TopoFR†Training Data=MS1MV2, Backbone=R200, Venue=NeurIPS242024.10 | 99.09 | — | |
| AdaFaceTraining Data=Glint360K, Backbone=R50, Venue=CVPR222024.10 | 99.07 | — | |
| ArcFaceTrain Set=WebFace4M, Backbone=ResNet-1002025.05 | 99.06 | — | |
| TopoFRTraining Data=MS1MV2, Backbone=R200, Venue=NeurIPS242024.10 | 99.05 | — | |
| ArcFaceTraining Data=Glint360K, Backbone=R100, Venue=CVPR192024.10 | 99.04 | — | |
| AdaFaceTraining Dataset=MS1MV32026.04 | 99.03 | — | |
| AdaFaceBackbone=ResNet101, Train data=MS1MV32026.06 | 99.03 | — | |
| KP-RPE-8R*Backbone=ViT-B+KP-RPE + 8 Registers, Train data=WebFace4M2026.06 | 99.03 | — | |
| KP-RPEBackbone=ViT-B+KP-RPE, Train data=WebFace4M2026.06 | 99.01 | — | |
| AdaFaceTrain Set=WebFace4M, Backbone=ViT-base2025.05 | 98.94 | — | |
| ViTBackbone=ViT-B, Train data=MS1MV22026.06 | 98.94 | — | |
| KP-RPE*Backbone=ViT-B+KP-RPE, Train data=WebFace4M2026.06 | 98.94 | — | |
| ViT-8RBackbone=ViT-B + 8 Registers, Train data=MS1MV22026.06 | 98.86 | — | |
| TopoFRTraining Data=MS1MV2, Backbone=R100, Venue=NeurIPS242024.10 | 98.83 | — | |
| GIFTrain Set=MS1MV2, Backbone=ResNet-1002025.05 | 98.8 | — | |
| DULTrain Set=MS1MV2, Backbone=ResNet-1002025.05 | 98.78 | — | |
| ArcFaceTraining Data=Glint360K, Backbone=R50, Venue=CVPR192024.10 | 98.77 | — | |
| AdaFaceTraining Data=MS1MV2, Backbone=R200, Venue=CVPR222024.10 | 98.76 | — | |
| ResNet-100 ElasticFace (Cos+)Category=Baseline, Params [M]=65.22023.07 | 98.73 | — | |
| ElasticFace-Cos+Training Data=MS1MV2, Backbone=R100, Venue=CVPR222024.10 | 98.73 | — | |
| ElasticFace-Cos+Training Dataset=MS1MV22026.04 | 98.73 | — | |
| ViT-FREE12Exit Depth=12, Fine-tuning Protocol=None, GFLOPs=11.502026.06 | 98.73 | — | |
| ElasticFace-Cos+Backbone=ResNet101, Train data=MS1MV22026.06 | 98.73 | — | |
| TopoFR†Training Data=MS1MV2, Backbone=R100, Venue=NeurIPS242024.10 | 98.71 | — | |
| FunFaceTraining Dataset=MS1MV22026.04 | 98.67 | — | |
| TransFace-LTraining Data=MS1MV2, Backbone=ViT, Venue=ICCV232024.10 | 98.65 | — | |
| URLTraining Data=MS1MV2, Backbone=R100, Venue=CVPR202024.10 | 98.64 | — | |
| URLBackbone=ResNet101, Train data=MS1MV22026.06 | 98.64 | — | |
| BroadFaceTraining Data=MS1MV2, Backbone=R100, Venue=ECCV202024.10 | 98.63 | — | |
| BroadFaceTrain Set=MS1MV2, Backbone=ResNet-1002025.05 | 98.63 | — | |
| BroadFaceTraining Dataset=MS1MV22026.04 | 98.63 | — | |
| BroadFaceBackbone=ResNet101, Train data=MS1MV22026.06 | 98.63 | — | |
| ElasticFace-Arc+Training Dataset=MS1MV22026.04 | 98.6 | — | |
| SwinFaceBackbone=Swin-T, Train data=MS1MV22026.06 | 98.6 | — | |
| ViT-FREE11Exit Depth=11, Fine-tuning Protocol=None, GFLOPs=10.552026.06 | 98.54 | — | |
| TransFace++-BBackbone=ViT-B, Train data=MS1MV22026.06 | 98.53 | — | |
| PartialFC(CosFace)Training Dataset=MS1MV22026.04 | 98.51 | — | |
| VarGFaceNetCategory=Baseline, Params [M]=5.02023.07 | 98.5 | — | |
| AdaFaceTraining Data=MS1MV2, Backbone=R100, Venue=CVPR222024.10 | 98.49 | — | |
| AdaFace(m=0.4)Training Dataset=MS1MV22026.04 | 98.49 | — | |
| AdaFaceBackbone=ResNet101, Train data=MS1MV22026.06 | 98.49 | — | |
| MagFace+Training Data=MS1MV2, Backbone=R100, Venue=CVPR212024.10 | 98.46 | — | |
| MagFaceTrain Set=MS1MV2, Backbone=ResNet-1002025.05 | 98.46 | — | |
| MagFaceTraining Dataset=MS1MV22026.04 | 98.46 | — | |
| MagFaceBackbone=ResNet101, Train data=MS1MV22026.06 | 98.46 | — | |
| PartialFC(ArcFace)Training Dataset=MS1MV22026.04 | 98.45 | — | |
| ArcFaceTraining Data=MS1MV2, Backbone=R200, Venue=CVPR192024.10 | 98.44 | — | |
| SCF-ArcFaceTraining Data=MS1MV2, Backbone=R100, Venue=CVPR212024.10 | 98.4 | — | |
| TransFace-BTraining Data=MS1MV2, Backbone=ViT, Venue=ICCV232024.10 | 98.39 | — | |
| CurricularFaceTraining Data=MS1MV2, Backbone=R100, Venue=CVPR202024.10 | 98.37 | — | |
| CurricularFaceTrain Set=MS1MV2, Backbone=ResNet-1002025.05 | 98.37 | — | |
| CurricularFaceTraining Dataset=MS1MV22026.04 | 98.37 | — | |
| CurricularFaceBackbone=ResNet101, Train data=MS1MV22026.06 | 98.37 | — | |
| GIFTrain Set=WebFace4M, Backbone=ResNet-1002025.05 | 98.36 | — | |
| MV-SoftmaxTraining Data=MS1MV2, Backbone=R100, Venue=AAAI202024.10 | 98.28 | — | |
| GroupFaceTrain Set=MS1MV2, Backbone=ResNet-1002025.05 | 98.28 | — | |
| MV-SoftMaxTraining Dataset=MS1MV22026.04 | 98.28 | — | |
| ResNet-100 ArcFaceCategory=Baseline, Params [M]=65.22023.07 | 98.27 | — | |
| ArcFaceTraining Data=MS1MV2, Backbone=R100, Venue=CVPR192024.10 | 98.27 | — | |
| ArcFaceTrain Set=MS1MV2, Backbone=ResNet-1002025.05 | 98.27 | — | |
| ArcFace(m=0.50)Training Dataset=MS1MV22026.04 | 98.27 | — | |
| ArcFaceBackbone=ResNet101, Train data=MS1MV22026.06 | 98.27 | — | |
| CosFaceTraining Data=MS1MV2, Backbone=R100, Venue=CVPR182024.10 | 98.26 | — | |
| TopoFR†Training Data=MS1MV2, Backbone=R50, Venue=NeurIPS242024.10 | 98.24 | — | |
| TopoFRTraining Data=MS1MV2, Backbone=R50, Venue=NeurIPS242024.10 | 98.24 | — | |
| CosFaceTrain Set=MS1MV2, Backbone=ResNet-1002025.05 | 98.12 | — | |
| CosFace(m=0.35)Training Dataset=MS1MV22026.04 | 98.12 | — | |
| CosFaceBackbone=ResNet101, Train data=MS1MV22026.06 | 98.12 | — | |
| AdaFaceTraining Data=MS1MV2, Backbone=R50, Venue=CVPR222024.10 | 97.86 | — | |
| ViT-FREE10_{FT}Exit Depth=10, Fine-tuning Protocol=Fine-tuned, GFLOPs=9.602026.06 | 97.7 | — | |
| ViT-FREE11_{FT}Exit Depth=11, Fine-tuning Protocol=Fine-tuned, GFLOPs=10.552026.06 | 97.6 | — | |
| ViT-FREE12_{FT}Exit Depth=12, Fine-tuning Protocol=Fine-tuned, GFLOPs=11.502026.06 | 97.5 | — | |
| MagFaceTraining Data=MS1MV2, Backbone=R50, Venue=CVPR212024.10 | 97.47 | — | |
| ViT-FREE9_{FT}Exit Depth=9, Fine-tuning Protocol=Fine-tuned, GFLOPs=8.652026.06 | 97.44 | — | |
| ViT-FREE10Exit Depth=10, Fine-tuning Protocol=None, GFLOPs=9.602026.06 | 97.33 | — | |
| ShuffleFaceNet 1.5xCategory=Baseline, Params [M]=2.62023.07 | 97.26 | — |