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Advances, Systems and Applications

Table 2 Comparison of different models on GID Dataset

From: PMNet: a multi-branch and multi-scale semantic segmentation approach to water extraction from high-resolution remote sensing images with edge-cloud computing

Model Name

Recall

F1-score

FCN

0.8269

0.8526

DeepLabV3

0.8789

0.8567

BiseNetV1

0.8298

0.8198

DDRNet

0.8555

0.8518

SPNet

0.8882

0.8714

PMNet

0.8993

0.8857