Table 3 Comparison of segmentation accuracy using different optimizers.

From: A high-precision segmentation method based on UNet for disc cutter holder of shield machine

Model

Optimizer

Accuracy

Precision

Recall

F1_Score

IoU

mIoU

Res-UNet

SGD

0.9923

0.9856

0.9884

0.9870

0.9727

0.9811

Adam

0.9927

0.9863

0.9874

0.9868

0.9740

0.9820

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