Table 3 Comparison of the deep learning models for semantic segmentation.

From: Attention LinkNet-152: a novel encoder-decoder based deep learning network for automated spine segmentation

Metrics

Link-Net

FPN-Net

PSP-Net

U-Net

DSC (%)

94

92

92.5

93

Jaccard (%)

90

89

90

90

Training Loss (%)

0.003

0.003

0.003

0.003

Validation Loss (%)

0.004

0.007

0.006

0.005

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