Research Article

Remote Sensing Image Change Detection Network Based on Twin High-Resolution Representation

Table 2

Results of the ablation experiments of the modules on the SYSU-CD dataset.

ModelSYSU-CD
Precision (%)Recall (%)F1 (%)OA (%)

Baseline (vgg_16)0.86300.76810.80400.9077
Baseline (HRNet)0.86840.79880.84550.8974
HRNet + CAM0.88070.81970.86080.9225
HRNet + CAM + SOME0.91200.83930.87020.9489

The best ones are marked in bold.