Remote Sensing on CDD Dataset (season-varying)

Metric: F1-Score (higher is better)

LeaderboardDataset

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Results

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#	Model↕	F1-Score▼	Augmentations	Paper	Date↕	Code
1	P2V-CD	0.9842	No	-	-	Code
2	IMP+MTP(InternImage-XL)	0.9833	No	MTP: Advancing Remote Sensing Foundation Model v...	2024-03-20	Code
3	MAE+MTP(ViT-L+RVSA)	0.9798	No	MTP: Advancing Remote Sensing Foundation Model v...	2024-03-20	Code
4	MAE+MTP(ViT-B+RVSA)	0.9787	No	MTP: Advancing Remote Sensing Foundation Model v...	2024-03-20	Code
5	SARAS-Net	0.9749	No	SARAS-Net: Scale and Relation Aware Siamese Netw...	2022-12-02	Code
6	SDACD	0.9734	No	An End-to-end Supervised Domain Adaptation Frame...	2022-04-01	Code
7	RDP-Net	0.9723	No	RDP-Net: Region Detail Preserving Network for Ch...	2022-02-20	Code
8	SiamixFormer-5	0.9713	No	SiamixFormer: a fully-transformer Siamese networ...	2022-08-01	-
9	IMP-ViTAEv2-S-BIT	0.9702	No	An Empirical Study of Remote Sensing Pretraining	2022-04-06	Code
10	SiamixFormer-4	0.9685	No	SiamixFormer: a fully-transformer Siamese networ...	2022-08-01	-
11	RSP-ViTAEv2-S-BIT	0.9681	No	An Empirical Study of Remote Sensing Pretraining	2022-04-06	Code
12	SiamixFormer-3	0.9648	No	SiamixFormer: a fully-transformer Siamese networ...	2022-08-01	-
13	SNUNet-c48	0.962	No	-	-	Code
14	RSP-ResNet-50-BIT	0.96	No	An Empirical Study of Remote Sensing Pretraining	2022-04-06	Code
15	SiamixFormer-2	0.9552	No	SiamixFormer: a fully-transformer Siamese networ...	2022-08-01	-
16	SNUNet-c32	0.953	No	-	-	Code
17	RSP-Swin-T-BIT	0.9521	No	An Empirical Study of Remote Sensing Pretraining	2022-04-06	Code
18	USSFC-Net	0.9474	No	-	-	Code
19	ESCNet	0.9354	No	-	-	Code
20	SiamixFormer-1	0.9278	No	SiamixFormer: a fully-transformer Siamese networ...	2022-08-01	-
21	SiamixFormer-0	0.9205	No	SiamixFormer: a fully-transformer Siamese networ...	2022-08-01	-
22	DASNet	0.919	No	DASNet: Dual attentive fully convolutional siame...	2020-03-07	Code
23	Siam-NestedUNet-c32	0.915	No	-	-	Code
24	IFN	0.903	No	-	-	Code
25	UNet++_MOSF	0.876	No	-	-	Code

#1P2V-CD
0.9842
F1-Score
No paperCode
#2IMP+MTP(InternImage-XL)SOTA
0.9833
F1-Score· 2024-03-20
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining Code
#3MAE+MTP(ViT-L+RVSA)
0.9798
F1-Score· 2024-03-20
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining Code
#4MAE+MTP(ViT-B+RVSA)
0.9787
F1-Score· 2024-03-20
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining Code
#5SARAS-NetSOTA
0.9749
F1-Score· 2022-12-02
SARAS-Net: Scale and Relation Aware Siamese Network for Change Detection Code
#6SDACDSOTA
0.9734
F1-Score· 2022-04-01
An End-to-end Supervised Domain Adaptation Framework for Cross-Domain Change Detection Code
#7RDP-NetSOTA
0.9723
F1-Score· 2022-02-20
RDP-Net: Region Detail Preserving Network for Change Detection Code
#8SiamixFormer-5
0.9713
F1-Score· 2022-08-01
SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images
#9IMP-ViTAEv2-S-BIT
0.9702
F1-Score· 2022-04-06
An Empirical Study of Remote Sensing Pretraining Code
#10SiamixFormer-4
0.9685
F1-Score· 2022-08-01
SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images
#11RSP-ViTAEv2-S-BIT
0.9681
F1-Score· 2022-04-06
An Empirical Study of Remote Sensing Pretraining Code
#12SiamixFormer-3
0.9648
F1-Score· 2022-08-01
SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images
#13SNUNet-c48
0.962
F1-Score
No paperCode
#14RSP-ResNet-50-BIT
0.96
F1-Score· 2022-04-06
An Empirical Study of Remote Sensing Pretraining Code
#15SiamixFormer-2
0.9552
F1-Score· 2022-08-01
SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images
#16SNUNet-c32
0.953
F1-Score
No paperCode
#17RSP-Swin-T-BIT
0.9521
F1-Score· 2022-04-06
An Empirical Study of Remote Sensing Pretraining Code
#18USSFC-Net
0.9474
F1-Score
No paperCode
#19ESCNet
0.9354
F1-Score
No paperCode
#20SiamixFormer-1
0.9278
F1-Score· 2022-08-01
SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images
#21SiamixFormer-0
0.9205
F1-Score· 2022-08-01
SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images
#22DASNetSOTA
0.919
F1-Score· 2020-03-07
DASNet: Dual attentive fully convolutional siamese networks for change detection of high resolution satellite images Code
#23Siam-NestedUNet-c32
0.915
F1-Score
No paperCode
#24IFN
0.903
F1-Score
No paperCode
#25UNet++_MOSF
0.876
F1-Score
No paperCode