Change Detection on LEVIR-CD

Metric: IoU (higher is better)

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#	Model↕	IoU▼	Extra Data	Paper	Date↕	Code
1	C2FNet	93.69	No	C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Cha...	2024-04-22	Code
2	CLAFA-LWGANet L2	85.9	No	LWGANet: A Lightweight Group Attention Backbone ...	2025-01-17	Code
3	Changer (Ex, ResNeSt101)	85.76	No	Changer: Feature Interaction is What You Need fo...	2022-09-17	Code
4	LSKNet	85.65	No	LSKNet: A Foundation Lightweight Backbone for Re...	2024-03-18	Code
5	SRC-Net	85.6	No	SRC-Net: Bi-Temporal Spatial Relationship Concer...	2024-06-09	Code
6	TTP	85.6	No	Time Travelling Pixels: Bitemporal Features Inte...	2023-12-23	Code
7	Changer (Ex, ResNeSt50)	85.51	No	Changer: Feature Interaction is What You Need fo...	2022-09-17	Code
8	CGNet	85.21	No	Change Guiding Network: Incorporating Change Pri...	2024-04-14	Code
9	ChangeCLIP	85.2	No	-	-	Code
10	Changer (Ex, ResNet-18)	84.8	No	Changer: Feature Interaction is What You Need fo...	2022-09-17	Code
11	HCGMNet	84.79	No	HCGMNET: A Hierarchical Change Guiding Map Netwo...	2023-02-21	Code
12	ChangeStar(BiSup)	83.92	No	Change is Everywhere: Single-Temporal Supervised...	2021-08-16	Code
13	BiFA	82.96	No	-	-	Code
14	CDMaskFormer	82.92	No	Rethinking Remote Sensing Change Detection With ...	2024-06-21	Code
15	FTAN	82.78	No	-	-	Code
16	ChangeFormer	82.48	No	A Transformer-Based Siamese Network for Change D...	2022-01-04	Code
17	HANet	82.27	Yes	HANet: A Hierarchical Attention Network for Chan...	2024-04-14	Code

#1C2FNetSOTA
93.69
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
#2CLAFA-LWGANet L2
85.9
IoU· 2025-01-17
LWGANet: A Lightweight Group Attention Backbone for Remote Sensing Visual Tasks Code
#3Changer (Ex, ResNeSt101)SOTA
85.76
IoU· 2022-09-17
Changer: Feature Interaction is What You Need for Change Detection Code
#4LSKNet
85.65
IoU· 2024-03-18
LSKNet: A Foundation Lightweight Backbone for Remote Sensing Code
#5SRC-Net
85.6
IoU· 2024-06-09
SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change Detection Code
#6TTP
85.6
IoU· 2023-12-23
Time Travelling Pixels: Bitemporal Features Integration with Foundation Model for Remote Sensing Image Change Detection Code
#7Changer (Ex, ResNeSt50)
85.51
IoU· 2022-09-17
Changer: Feature Interaction is What You Need for Change Detection Code
#8CGNet
85.21
IoU· 2024-04-14
Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery Code
#9ChangeCLIP
85.2
IoU
No paperCode
#10Changer (Ex, ResNet-18)
84.8
IoU· 2022-09-17
Changer: Feature Interaction is What You Need for Change Detection Code
#11HCGMNet
84.79
IoU· 2023-02-21
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection Code
#12ChangeStar(BiSup)SOTA
83.92
IoU· 2021-08-16
Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery Code
#13BiFA
82.96
IoU
No paperCode
#14CDMaskFormer
82.92
IoU· 2024-06-21
Rethinking Remote Sensing Change Detection With A Mask View Code
#15FTAN
82.78
IoU
No paperCode
#16ChangeFormer
82.48
IoU· 2022-01-04
A Transformer-Based Siamese Network for Change Detection Code
#17HANet
82.27
IoU· Extra Data· 2024-04-14
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images Code