Metric: Mean F1 (higher is better)
| # | Model↕ | Mean F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | FaRL-B | 89.56 | Yes | General Facial Representation Learning in a Visu... | 2021-12-06 | Code |
| 2 | SegFace | 89.22 | No | SegFace: Face Segmentation of Long-Tail Classes | 2024-12-11 | Code |
| 3 | DML-CSR | 86.1 | No | Decoupled Multi-task Learning with Cyclical Self... | 2022-03-28 | Code |
| 4 | AGRNet | 85.5 | No | AGRNet: Adaptive Graph Representation Learning a... | 2021-01-18 | - |
| 5 | EAGR | 85.1 | No | Edge-aware Graph Representation Learning and Rea... | 2020-07-22 | Code |
| 6 | EHANet | 84 | No | - | - | Code |
| 7 | Wei et al | 82.1 | No | - | - | - |