Change Detection on LEVIR-CD

Metric: F1 (higher is better)

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#	Model↕	F1▼	Extra Data	Paper	Date↕	Code
1	SChanger-base	92.87	No	SChanger: Change Detection from a Semantic Chang...	2025-03-26	Code
2	MAE+MTP(ViT-L+RVSA)	92.67	No	MTP: Advancing Remote Sensing Foundation Model v...	2024-03-20	Code
3	IMP+MTP(InternImage-XL)	92.54	No	MTP: Advancing Remote Sensing Foundation Model v...	2024-03-20	Code
4	SChanger-small	92.45	No	SChanger: Change Detection from a Semantic Chang...	2025-03-26	Code
5	CLAFA-LWGANet L2	92.42	No	LWGANet: A Lightweight Group Attention Backbone ...	2025-01-17	Code
6	Changer (Ex, ResNeSt101)	92.33	No	Changer: Feature Interaction is What You Need fo...	2022-09-17	Code
7	LSKNet	92.27	No	LSKNet: A Foundation Lightweight Backbone for Re...	2024-03-18	Code
8	SRC-Net	92.24	No	SRC-Net: Bi-Temporal Spatial Relationship Concer...	2024-06-09	Code
9	MAE+MTP(ViT-B+RVSA)	92.22	No	MTP: Advancing Remote Sensing Foundation Model v...	2024-03-20	Code
10	Changer (Ex, ResNeSt50)	92.19	No	Changer: Feature Interaction is What You Need fo...	2022-09-17	Code
11	TTP	92.1	No	Time Travelling Pixels: Bitemporal Features Inte...	2023-12-23	Code
12	CGNet	92.01	No	Change Guiding Network: Incorporating Change Pri...	2024-04-14	Code
13	ChangeCLIP	92.01	No	-	-	Code
14	P2V-CD	91.94	No	-	-	Code
15	C2FNet	91.83	No	C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Cha...	2024-04-22	Code
16	Changer (Ex, ResNet-18)	91.77	No	Changer: Feature Interaction is What You Need fo...	2022-09-17	Code
17	HCGMNet	91.77	No	HCGMNET: A Hierarchical Change Guiding Map Netwo...	2023-02-21	Code
18	BTC	91.5	No	Be the Change You Want to See: Revisiting Remote...	2025-07-04	Code
19	ChangeStar(BiSup)	91.25	No	Change is Everywhere: Single-Temporal Supervised...	2021-08-16	Code
20	DDPM-CD	90.91	No	DDPM-CD: Denoising Diffusion Probabilistic Model...	2022-06-23	Code
21	BiFA	90.69	No	-	-	Code
22	CDMaskFormer	90.66	No	Rethinking Remote Sensing Change Detection With ...	2024-06-21	Code
23	FTAN	90.51	No	-	-	Code
24	ChangeFormer	90.4	No	A Transformer-Based Siamese Network for Change D...	2022-01-04	Code
25	HANet	90.28	Yes	HANet: A Hierarchical Attention Network for Chan...	2024-04-14	Code