Metric: Mean F1 (higher is better)
| # | Model↕ | Mean F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | FaRL-B | 93.88 | Yes | General Facial Representation Learning in a Visu... | 2021-12-06 | Code |
| 2 | SegFace | 93.03 | No | SegFace: Face Segmentation of Long-Tail Classes | 2024-12-11 | Code |
| 3 | RTNet | 92.5 | No | RoI Tanh-polar Transformer Network for Face Pars... | 2021-02-04 | Code |
| 4 | DML-CSR | 92.4 | No | Decoupled Multi-task Learning with Cyclical Self... | 2022-03-28 | Code |
| 5 | AGRNet | 92.3 | No | AGRNet: Adaptive Graph Representation Learning a... | 2021-01-18 | - |
| 6 | EAGR | 91.1 | No | Edge-aware Graph Representation Learning and Rea... | 2020-07-22 | Code |
| 7 | UNet (real) | 90.9 | No | Fake It Till You Make It: Face analysis in the w... | 2021-09-30 | - |
| 8 | UNet (synthetic) | 90.1 | Yes | Fake It Till You Make It: Face analysis in the w... | 2021-09-30 | - |
| 9 | BASS | 89.8 | No | - | - | - |
| 10 | Wei et al. | 89.4 | No | - | - | - |
| 11 | EHANet | 89.2 | No | - | - | Code |