| Paper | Code | Validation mIoU | ModelName | ReleaseDate |
|---|---|---|---|---|
| UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation | ✓ Link | 63.3 | UniMatch V2 | 2024-10-14 |
| SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance | ✓ Link | 56.5 | SemiVL | 2023-11-27 |
| Semi-Supervised Semantic Segmentation via Marginal Contextual Information | ✓ Link | 50.58 | S4MC | 2023-08-26 |
| Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation | 50.5 | LogicDiag | 2023-08-24 | |
| Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation | ✓ Link | 49.8 | UniMatch | 2022-08-21 |
| Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation | 46.1 | PC2Seg | 2021-08-20 | |
| PseudoSeg: Designing Pseudo Labels for Semantic Segmentation | ✓ Link | 43.6 | PseudoSeg | 2020-10-19 |