Metric: IoU (higher is better)
| # | Model↕ | IoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | UniMatch V2 | 83.3 | No | UniMatch V2: Pushing the Limit of Semi-Supervise... | 2024-10-14 | Code |
| 2 | DiffMatch | 81.9 | No | SemiCD-VL: Visual-Language Model Guidance Makes ... | 2024-05-08 | Code |
| 3 | C2F-SemiCD | 81.76 | No | C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Cha... | 2024-04-22 | Code |
| 4 | UniMatch | 80.7 | No | Revisiting Weak-to-Strong Consistency in Semi-Su... | 2022-08-21 | Code |
| 5 | SemiCD | 72.5 | No | Revisiting Consistency Regularization for Semi-s... | 2022-04-18 | Code |