ML Research Wiki / Benchmarks / Change Detection / S2Looking

S2Looking

Change Detection Benchmark

Performance Over Time

📊 Showing 11 results | 📏 Metric: F1-Score

Top Performing Models

Rank Model Paper F1-Score Date Code
1 SChanger-base SChanger: Change Detection from a Semantic Change and Spatial Consistency Perspective 68.95 2025-03-26 📦 zhouziyu-cn/SChanger
2 SChanger-small SChanger: Change Detection from a Semantic Change and Spatial Consistency Perspective 68.20 2025-03-26 📦 zhouziyu-cn/SChanger
3 ChangeStar(1x96, MiT-b1, Changen-90k) Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process 67.90 2023-09-29 📦 Z-Zheng/pytorch-change-models 📦 Z-Zheng/Changen
4 ChangeStar(1x96, ResNet-18, Changen-90k) Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process 67.10 2023-09-29 📦 Z-Zheng/pytorch-change-models 📦 Z-Zheng/Changen
5 Changer (Ex, ResNet-18) Changer: Feature Interaction is What You Need for Change Detection 66.20 2022-09-17 📦 likyoo/open-cd
6 CGNet Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery 63.93 2024-04-14 📦 chengxihan/cgnet-cd
7 HCGMNet HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection 63.87 2023-02-21 📦 ChengxiHAN/HCGMNet-CD
8 C2FNet C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images 62.83 2024-04-22 📦 chengxihan/c2f-semicd-and-c2f-cdnet
9 HANet HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images 58.54 2024-04-14 📦 chengxihan/hanet-cd
10 LSKNet-S LSKNet: A Foundation Lightweight Backbone for Remote Sensing 50.96 2024-03-18 📦 zcablii/lsknet 📦 zcablii/Large-Selective-Kernel-Network

All Papers (11)

zhouziyu-cn/SChanger
zhouziyu-cn/SChanger
Z-Zheng/pytorch-change-models Z-Zheng/Changen
Z-Zheng/pytorch-change-models Z-Zheng/Changen
likyoo/open-cd
chengxihan/cgnet-cd
ChengxiHAN/HCGMNet-CD
chengxihan/c2f-semicd-and-c2f-cdnet
chengxihan/hanet-cd
zcablii/lsknet zcablii/Large-Selective-Kernel-Network