| Paper | Code | Validation mIoU | ModelName | ReleaseDate |
|---|---|---|---|---|
| UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation | ✓ Link | 46.7 | UniMatch V2 | 2024-10-14 |
| SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance | ✓ Link | 37.2 | SemiVL | 2023-11-27 |
| Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning | ✓ Link | 33.2 | AEL | 2021-10-11 |
| Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation | ✓ Link | 31.5 | UniMatch | 2022-08-21 |
| Semi-supervised semantic segmentation needs strong, varied perturbations | ✓ Link | 29.8 | CutMix | 2019-06-05 |