Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Prodpoly | 0.96233 | No | Deep Polynomial Neural Networks | 2020-06-20 | Code |
| 2 | ElasticFace-Arc | 0.9617 | No | ElasticFace: Elastic Margin Loss for Deep Face R... | 2021-09-20 | Code |
| 3 | GhostFaceNetV2-1 | 0.9612 | No | - | - | Code |
| 4 | EdgeFace - S (g=0.5) | 0.9571 | No | EdgeFace: Efficient Face Recognition Model for E... | 2023-07-04 | Code |
| 5 | PocketNetS | 0.955 | No | PocketNet: Extreme Lightweight Face Recognition ... | 2021-08-24 | Code |
| 6 | EdgeFace - XS (g=0.6) | 0.9528 | No | EdgeFace: Efficient Face Recognition Model for E... | 2023-07-04 | Code |
| 7 | SynthDistill | 0.9457 | No | SynthDistill: Face Recognition with Knowledge Di... | 2023-08-28 | Code |
| 8 | IDiff-Face | 0.9065 | No | IDiff-Face: Synthetic-based Face Recognition thr... | 2023-08-09 | Code |
| 9 | DigiFace-1M | 0.8255 | No | DigiFace-1M: 1 Million Digital Face Images for F... | 2022-10-05 | Code |