Metric: Validation mIoU (higher is better)
| # | Model↕ | Validation mIoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | UniMatch V2 | 46.7 | No | UniMatch V2: Pushing the Limit of Semi-Supervise... | 2024-10-14 | Code |
| 2 | SemiVL | 37.2 | No | SemiVL: Semi-Supervised Semantic Segmentation wi... | 2023-11-27 | Code |
| 3 | AEL | 33.2 | No | Semi-Supervised Semantic Segmentation via Adapti... | 2021-10-11 | Code |
| 4 | UniMatch | 31.5 | No | Revisiting Weak-to-Strong Consistency in Semi-Su... | 2022-08-21 | Code |
| 5 | CutMix | 29.8 | No | Semi-supervised semantic segmentation needs stro... | 2019-06-05 | Code |