Remote Sensing on LEVIR-CD

Metric: Params(M) (higher is better)

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#	Model↕	Params(M)▼	Augmentations	Paper	Date↕	Code
1	IMP+MTP(InternImage-XL)	335	No	MTP: Advancing Remote Sensing Foundation Model v...	2024-03-20	Code
2	MAE+MTP(ViT-L+RVSA)	305	No	MTP: Advancing Remote Sensing Foundation Model v...	2024-03-20	Code
3	MAE+MTP(ViT-B+RVSA)	86	No	MTP: Advancing Remote Sensing Foundation Model v...	2024-03-20	Code
4	RSM-CD	27.9	No	RS-Mamba for Large Remote Sensing Image Dense Pr...	2024-04-03	Code
5	SRC-Net	5.17	No	SRC-Net: Bi-Temporal Spatial Relationship Concer...	2024-06-09	Code
6	LightCDNet-large	2.82	No	-	-	Code
7	USSFC-Net	1.52	No	-	-	Code
8	LightCDNet-base	1.32	No	-	-	Code
9	LightCDNet-small	0.35	No	-	-	Code
10	TinyCD	0.28	Yes	TINYCD: A (Not So) Deep Learning Model For Chang...	2022-07-26	Code

#1IMP+MTP(InternImage-XL)SOTA
335
Params(M)· 2024-03-20
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining Code
#2MAE+MTP(ViT-L+RVSA)
305
Params(M)· 2024-03-20
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining Code
#3MAE+MTP(ViT-B+RVSA)
86
Params(M)· 2024-03-20
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining Code
#4RSM-CD
27.9
Params(M)· 2024-04-03
RS-Mamba for Large Remote Sensing Image Dense Prediction Code
#5SRC-Net
5.17
Params(M)· 2024-06-09
SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change Detection Code
#6LightCDNet-large
2.82
Params(M)
No paperCode
#7USSFC-Net
1.52
Params(M)
No paperCode
#8LightCDNet-base
1.32
Params(M)
No paperCode
#9LightCDNet-small
0.35
Params(M)
No paperCode
#10TinyCDSOTA
0.28
Params(M)· Augmentations· 2022-07-26
TINYCD: A (Not So) Deep Learning Model For Change Detection Code