Change Detection on CDD Dataset (season-varying)

Metric: F1-Score (higher is better)

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#	Model↕	F1-Score▼	Extra Data	Paper	Date↕	Code
1	P2V-CD	98.42	Yes	-	-	Code
2	IMP+MTP(InternImage-XL)	98.33	Yes	MTP: Advancing Remote Sensing Foundation Model v...	2024-03-20	Code
3	MAE+MTP(ViT-L+RVSA)	97.98	Yes	MTP: Advancing Remote Sensing Foundation Model v...	2024-03-20	Code
4	ChangeCLIP	97.89	Yes	-	-	Code
5	MAE+MTP(ViT-B+RVSA)	97.87	Yes	MTP: Advancing Remote Sensing Foundation Model v...	2024-03-20	Code
6	SGSLN/512	97.77	Yes	Exchanging Dual Encoder-Decoder: A New Strategy ...	2023-11-19	Code
7	SChanger-base	97.62	No	SChanger: Change Detection from a Semantic Chang...	2025-03-26	Code
8	SGSLN/256	96.24	Yes	Exchanging Dual Encoder-Decoder: A New Strategy ...	2023-11-19	Code
9	SNUNet-c48	96.2	Yes	-	-	Code
10	C2FNet	95.93	No	C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Cha...	2024-04-22	Code
11	SChanger-small	95.75	No	SChanger: Change Detection from a Semantic Chang...	2025-03-26	Code
12	DDPM-CD	95.62	No	DDPM-CD: Denoising Diffusion Probabilistic Model...	2022-06-23	Code
13	SNUNet-c32	95.3	No	-	-	Code
14	HCGMNet	95.07	No	HCGMNET: A Hierarchical Change Guiding Map Netwo...	2023-02-21	Code
15	CGNet	94.73	No	Change Guiding Network: Incorporating Change Pri...	2024-04-14	Code
16	SGSLN/128	93.76	No	Exchanging Dual Encoder-Decoder: A New Strategy ...	2023-11-19	Code
17	ESCNet	93.54	No	-	-	Code
18	HANet	89.23	No	HANet: A Hierarchical Attention Network for Chan...	2024-04-14	Code