| Paper | Code | Validation mIoU | ModelName | ReleaseDate |
|---|---|---|---|---|
| AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation | ✓ Link | 81.13 | AllSpark | 2024-03-04 |
| FARCLUSS: Fuzzy Adaptive Rebalancing and Contrastive Uncertainty Learning for Semi-Supervised Semantic Segmentation | ✓ Link | 80.3 | FARCLUSS | 2025-06-11 |
| Confidence-Weighted Boundary-Aware Learning for Semi-Supervised Semantic Segmentation | ✓ Link | 77.15 | CW-BASS (DeepLab v3+ with ResNet-50) | 2025-02-21 |