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S2Looking
Change Detection on S2Looking
Metric: F1-Score (higher is better)
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#
Model
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F1-Score
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Extra Data
Paper
Date
↕
Code
1
SChanger-base
68.95
No
SChanger: Change Detection from a Semantic Chang...
2025-03-26
Code
2
SChanger-small
68.2
No
SChanger: Change Detection from a Semantic Chang...
2025-03-26
Code
3
ChangeStar(1x96, MiT-b1, Changen-90k)
67.9
No
Scalable Multi-Temporal Remote Sensing Change Da...
2023-09-29
Code
4
LSKNet-S
67.52
No
LSKNet: A Foundation Lightweight Backbone for Re...
2024-03-18
Code
5
ChangeStar(1x96, ResNet-18, Changen-90k)
67.1
No
Scalable Multi-Temporal Remote Sensing Change Da...
2023-09-29
Code
6
Changer (Ex, ResNet-18)
66.2
No
Changer: Feature Interaction is What You Need fo...
2022-09-17
Code
7
CGNet
64.33
No
Change Guiding Network: Incorporating Change Pri...
2024-04-14
Code
8
BD-MSA
64.08
No
BD-MSA: Body decouple VHR Remote Sensing Image C...
2024-01-09
-
9
HCGMNet
63.87
No
HCGMNET: A Hierarchical Change Guiding Map Netwo...
2023-02-21
Code
10
C2FNet
62.83
No
C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Cha...
2024-04-22
Code
11
HANet
58.54
No
HANet: A Hierarchical Attention Network for Chan...
2024-04-14
Code
#1
SChanger-base
SOTA
68.95
F1-Score
· 2025-03-26
SChanger: Change Detection from a Semantic Change and Spatial Consistency Perspective
Code
#2
SChanger-small
68.2
F1-Score
· 2025-03-26
SChanger: Change Detection from a Semantic Change and Spatial Consistency Perspective
Code
#3
ChangeStar(1x96, MiT-b1, Changen-90k)
SOTA
67.9
F1-Score
· 2023-09-29
Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process
Code
#4
LSKNet-S
67.52
F1-Score
· 2024-03-18
LSKNet: A Foundation Lightweight Backbone for Remote Sensing
Code
#5
ChangeStar(1x96, ResNet-18, Changen-90k)
67.1
F1-Score
· 2023-09-29
Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process
Code
#6
Changer (Ex, ResNet-18)
SOTA
66.2
F1-Score
· 2022-09-17
Changer: Feature Interaction is What You Need for Change Detection
Code
#7
CGNet
64.33
F1-Score
· 2024-04-14
Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery
Code
#8
BD-MSA
64.08
F1-Score
· 2024-01-09
BD-MSA: Body decouple VHR Remote Sensing Image Change Detection method guided by multi-scale feature information aggregation
#9
HCGMNet
63.87
F1-Score
· 2023-02-21
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection
Code
#10
C2FNet
62.83
F1-Score
· 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
#11
HANet
58.54
F1-Score
· 2024-04-14
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images
Code