Table 3 Comparison of the BraTS 2020 segmentation results for the ablation experiment of the 3D channel spatial attention supervision module.

From: DTASUnet: a local and global dual transformer with the attention supervision U-network for brain tumor segmentation

Method

Dice

Sensitivity

ET

WT

TC

Mean

ET

WT

TC

Mean

DTASUnet without CSAS

0.802

0.923

0.884

0.870

0.810

0.929

0.885

0.875

DTASUnet with 3D CSA

0.822

0.919

0.875

0.872

0.831

0.926

0.882

0.880

DTASUnet with supervision loss

0.812

0.924

0.893

0.876

0.819

0.931

0.893

0.881

DTASUnet with 3D CSAS

0.836

0.925

0.885

0.882

0.842

0.920

0.878

0.880

  1. Bold results denote the best score.
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