Change Detection on LEVIR-CD - 5% labeled data

Metric: IoU (higher is better)

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#	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

#1UniMatch V2SOTA
83.3
IoU· 2024-10-14
UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation Code
#2DiffMatchSOTA
81.9
IoU· 2024-05-08
SemiCD-VL: Visual-Language Model Guidance Makes Better Semi-supervised Change Detector Code
#3C2F-SemiCDSOTA
81.76
IoU· 2024-04-22
C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images Code
#4UniMatchSOTA
80.7
IoU· 2022-08-21
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation Code
#5SemiCDSOTA
72.5
IoU· 2022-04-18
Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images Code