Change Detection on WHU-CD

Metric: IoU (higher is better)

LeaderboardDataset

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Results

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#	Model↕	IoU▼	Extra Data	Paper	Date↕	Code
1	CLAFA-LWGANet L2	90.92	No	LWGANet: A Lightweight Group Attention Backbone ...	2025-01-17	Code
2	BiFA	89.34	No	-	-	Code
3	C2FNet	89.33	No	C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Cha...	2024-04-22	Code
4	ChangeMamba	89.02	No	ChangeMamba: Remote Sensing Change Detection Wit...	2024-04-04	Code
5	CDMamba	88.26	No	CDMamba: Incorporating Local Clues into Mamba fo...	2024-06-06	Code
6	CGNet	86.21	No	Change Guiding Network: Incorporating Change Pri...	2024-04-14	Code
7	Dsfer-Net	86.18	No	Dsfer-Net: A Deep Supervision and Feature Retrie...	2023-04-03	Code
8	LRNet	86.06	No	LRNet: Change detection of high-resolution remot...	2024-04-07	Code
9	HCGMNet	85.33	No	HCGMNET: A Hierarchical Change Guiding Map Netwo...	2023-02-21	Code
10	SRC-Net	85.28	No	SRC-Net: Bi-Temporal Spatial Relationship Concer...	2024-06-09	Code
11	RSM-CD	84.96	No	RS-Mamba for Large Remote Sensing Image Dense Pr...	2024-04-03	Code
12	CDMaskFormer	84.44	No	Rethinking Remote Sensing Change Detection With ...	2024-06-21	Code
13	Tiny-CD	83.57	No	TINYCD: A (Not So) Deep Learning Model For Chang...	2022-07-26	Code
14	DDLNet	82.75	No	DDLNet: Boosting Remote Sensing Change Detection...	2024-06-19	Code
15	DTCDSCN	81.4	No	Building Change Detection for Remote Sensing Ima...	2019-09-17	-
16	HANet	78.82	No	HANet: A Hierarchical Attention Network for Chan...	2024-04-14	Code
17	STNet	77.72	No	STNet: Spatial and Temporal feature fusion netwo...	2023-04-22	Code

#1CLAFA-LWGANet L2SOTA
90.92
IoU· 2025-01-17
LWGANet: A Lightweight Group Attention Backbone for Remote Sensing Visual Tasks Code
#2BiFA
89.34
IoU
No paperCode
#3C2FNetSOTA
89.33
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
#4ChangeMambaSOTA
89.02
IoU· 2024-04-04
ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model Code
#5CDMamba
88.26
IoU· 2024-06-06
CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change Detection Code
#6CGNet
86.21
IoU· 2024-04-14
Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery Code
#7Dsfer-NetSOTA
86.18
IoU· 2023-04-03
Dsfer-Net: A Deep Supervision and Feature Retrieval Network for Bitemporal Change Detection Using Modern Hopfield Networks Code
#8LRNet
86.06
IoU· 2024-04-07
LRNet: Change detection of high-resolution remote sensing imagery via strategy of localization-then-refinement Code
#9HCGMNetSOTA
85.33
IoU· 2023-02-21
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection Code
#10SRC-Net
85.28
IoU· 2024-06-09
SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change Detection Code
#11RSM-CD
84.96
IoU· 2024-04-03
RS-Mamba for Large Remote Sensing Image Dense Prediction Code
#12CDMaskFormer
84.44
IoU· 2024-06-21
Rethinking Remote Sensing Change Detection With A Mask View Code
#13Tiny-CDSOTA
83.57
IoU· 2022-07-26
TINYCD: A (Not So) Deep Learning Model For Change Detection Code
#14DDLNet
82.75
IoU· 2024-06-19
DDLNet: Boosting Remote Sensing Change Detection with Dual-Domain Learning Code
#15DTCDSCNSOTA
81.4
IoU· 2019-09-17
Building Change Detection for Remote Sensing Images Using a Dual Task Constrained Deep Siamese Convolutional Network Model
#16HANet
78.82
IoU· 2024-04-14
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images Code
#17STNet
77.72
IoU· 2023-04-22
STNet: Spatial and Temporal feature fusion network for change detection in remote sensing images Code