| Paper | Code | Mean F1 | ModelName | ReleaseDate |
|---|---|---|---|---|
| DIME: Scaling Facial Representation Learning via Differential Masked Autoencoding | 90.12 | DIME-L | 2026-10-12 | |
| DIME: Scaling Facial Representation Learning via Differential Masked Autoencoding | 89.93 | DIME-B | 2026-10-12 | |
| DIME: Scaling Facial Representation Learning via Differential Masked Autoencoding | 89.61 | DIME-S | 2026-10-12 | |
| General Facial Representation Learning in a Visual-Linguistic Manner | ✓ Link | 89.56 | FaRL-B | 2021-12-06 |
| SegFace: Face Segmentation of Long-Tail Classes | ✓ Link | 89.22 | SegFace | 2024-12-11 |
| Decoupled Multi-task Learning with Cyclical Self-Regulation for Face Parsing | ✓ Link | 86.1 | DML-CSR | 2022-03-28 |
| AGRNet: Adaptive Graph Representation Learning and Reasoning for Face Parsing | 85.5 | AGRNet | 2021-01-18 | |
| Edge-aware Graph Representation Learning and Reasoning for Face Parsing | ✓ Link | 85.1 | EAGR | 2020-07-22 |
| EHANet: An Effective Hierarchical Aggregation Network for Face Parsing | ✓ Link | 84.0 | EHANet | 2020-04-07 |
| Accurate facial image parsing at real-time speed | 82.1 | Wei et al | 2019-04-09 |