Paper | Code | IoU | F1 | Precision | Recall | OA | KC | ModelName | ReleaseDate |
---|---|---|---|---|---|---|---|---|---|
UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation | ✓ Link | 83.8 | 99.11 | UniMatch V2 | 2024-10-14 | ||||
C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images | ✓ Link | 83.15 | 90.80 | 92.44 | 89.22 | 99.08 | 90.31 | C2F-SemiCD | 2024-04-22 |
SemiCD-VL: Visual-Language Model Guidance Makes Better Semi-supervised Change Detector | ✓ Link | 82.6 | DiffMatch | 2024-05-08 | |||||
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation | ✓ Link | 82 | UniMatch | 2022-08-21 | |||||
Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images | ✓ Link | 75.5 | SemiCD | 2022-04-18 |