Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Fine-tuned ArcFace | 95.43 | No | A realistic approach to generate masked faces ap... | 2021-09-03 | Code |
| 2 | Fine-tuned FaceNet | 93.58 | No | A realistic approach to generate masked faces ap... | 2021-09-03 | Code |
| 3 | ArcFace | 91.78 | No | ArcFace: Additive Angular Margin Loss for Deep F... | 2018-01-23 | Code |
| 4 | Fine-tuned VGG-Face | 91.51 | No | A realistic approach to generate masked faces ap... | 2021-09-03 | Code |
| 5 | FaceNet | 90.96 | No | FaceNet: A Unified Embedding for Face Recognitio... | 2015-03-12 | Code |
| 6 | VGG-Face | 84.56 | No | - | - | Code |