Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DiscFace | 93.37 | No | - | - | - |
| 2 | GhostFaceNetV2-1 | 0.9465 | No | - | - | Code |
| 3 | ElasticFace-Arc | 0.9327 | No | ElasticFace: Elastic Margin Loss for Deep Face R... | 2021-09-20 | Code |
| 4 | EdgeFace - S (g=0.5) | 0.9256 | No | EdgeFace: Efficient Face Recognition Model for E... | 2023-07-04 | Code |
| 5 | EdgeFace - XS (g=0.6) | 0.9182 | No | EdgeFace: Efficient Face Recognition Model for E... | 2023-07-04 | Code |
| 6 | PocketNetS | 0.8893 | No | PocketNet: Extreme Lightweight Face Recognition ... | 2021-08-24 | Code |
| 7 | SynthDistill | 0.87 | No | SynthDistill: Face Recognition with Knowledge Di... | 2023-08-28 | Code |
| 8 | DigiFace-1M | 0.8223 | No | DigiFace-1M: 1 Million Digital Face Images for F... | 2022-10-05 | Code |
| 9 | IDiff-Face | 0.8045 | No | IDiff-Face: Synthetic-based Face Recognition thr... | 2023-08-09 | Code |