| KeyPoint Relative Position Encoding for Face Recognition | ✓ Link | 95.65 | AdaFace ViT Base KP-RPE (WebFace12M) | 2024-03-21 |
| Partial FC: Training 10 Million Identities on a Single Machine | ✓ Link | 94.83 | Partial FC ResNet100 + CosFace (Glint360K, r=0.1) | 2020-10-11 |
| Vision Transformers for Face Recognition Need More Registers | ✓ Link | 94.68 | ViT-8R | 2026-06-10 |
| AdaFace: Quality Adaptive Margin for Face Recognition | ✓ Link | 94.63 | AdaFace R100 (WebFace4M) | 2022-04-03 |
| Pose-invariant face recognition via feature-space pose frontalization | ✓ Link | 93.83 | FSPFM (ResNet50, fine-tuning + ADA) | 2025-05-22 |
| ArcFace: Additive Angular Margin Loss for Deep Face Recognition | ✓ Link | 93.43 | IBUG-500K, R100, ArcFace | 2018-01-23 |
| SwinFace: A Multi-task Transformer for Face Recognition, Expression Recognition, Age Estimation and Attribute Estimation | ✓ Link | 93.42 | SwinFace | 2023-08-22 |
| ElasticFace: Elastic Margin Loss for Deep Face Recognition | ✓ Link | 93.28 | ElasticFace-Arc+ (MS1MV2) | 2021-09-20 |
| SFace: Sigmoid-Constrained Hypersphere Loss for Robust Face Recognition | ✓ Link | 93.28 | SFace (MS1MV2, ResNet100) | 2022-05-24 |
| CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition | ✓ Link | 93.13 | CurricularFace (MS1MV2, ResNet100) | 2020-04-01 |
| MagFace: A Universal Representation for Face Recognition and Quality Assessment | ✓ Link | 92.87 | MagFace | 2021-03-11 |
| EdgeFace: Efficient Face Recognition Model for Edge Devices | ✓ Link | 92.56 | EdgeFace-S (gamma=0.5) | 2023-07-04 |
| FaceX-Zoo: A PyTorch Toolbox for Face Recognition | | 83.33 | MobileFaceNet + MV-Softmax | 2021-01-12 |