Change Detection on S2Looking

Metric: F1-Score (higher is better)

LeaderboardDataset

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#	Model↕	F1-Score▼	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

#1SChanger-baseSOTA
68.95
F1-Score· 2025-03-26
SChanger: Change Detection from a Semantic Change and Spatial Consistency Perspective Code
#2SChanger-small
68.2
F1-Score· 2025-03-26
SChanger: Change Detection from a Semantic Change and Spatial Consistency Perspective Code
#3ChangeStar(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
#4LSKNet-S
67.52
F1-Score· 2024-03-18
LSKNet: A Foundation Lightweight Backbone for Remote Sensing Code
#5ChangeStar(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
#6Changer (Ex, ResNet-18)SOTA
66.2
F1-Score· 2022-09-17
Changer: Feature Interaction is What You Need for Change Detection Code
#7CGNet
64.33
F1-Score· 2024-04-14
Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery Code
#8BD-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
#9HCGMNet
63.87
F1-Score· 2023-02-21
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection Code
#10C2FNet
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
#11HANet
58.54
F1-Score· 2024-04-14
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images Code