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. 2024 Oct 15;11(10):1031. doi: 10.3390/bioengineering11101031

Table 1.

Metrics unique to each experiment for the four datasets.

CT-Verse CT-Pri X-ray MR
Dice (%) IoU (%) Dice (%) IoU (%) Dice (%) IoU (%) Dice (%) IoU (%)
U-Net [28] 83.25 ± 4.08 71.35 ± 3.23 93.22 ± 1.83 87.34 ± 3.19 60.78 ± 10.23 43.75 ± 9.82 91.23 ± 2.76 84.00 ± 4.59
FCN [29] 82.22 ± 4.34 69.88 ± 3.61 93.24 ± 1.79 87.36 ± 3.07 65.30 ± 9.53 52.60 ± 8.17 91.50 ± 2.75 84.44 ± 4.57
DeepLabv3 [30] 80.41 ± 4.50 67.29 ± 3.27 93.06 ± 1.88 86.94 ± 4.05 72.44 ± 8.59 63.91 ± 6.72 91.06 ± 2.93 83.70 ± 5.15
nnU-Net [31] 92.98 ± 3.86 86.97 ± 2.93 93.33 ± 1.69 88.04 ± 2.97 89.77 ± 6.69 81.69 ± 5.26 92.16 ± 2.73 84.97 ± 4.53
Swin-U-Net [12] 81.65 ± 4.19 69.27 ± 3.44 91.27 ± 2.15 84.02 ± 5.64 68.93 ± 9.06 53.13 ± 8.08 85.86 ± 7.94 75.39 ± 16.48
SAM [32] 79.78 ± 4.23 66.89 ± 3.50 80.36 ± 3.44 76.35 ± 8.21 67.89 ± 9.22 52.56 ± 13.32 81.00 ± 9.27 70.92 ± 17.57
MedSegDiff [20] 92.44 ± 3.75 88.27 ± 2.91 91.07 ± 1.69 84.51 ± 2.86 87.59 ± 7.24 76.68 ± 5.78 92.96 ± 2.87 86.53 ± 3.71
Verdiff-Net(ours) 94.37 ± 3.73 90.89 ± 2.87 93.84 ± 1.56 91.87 ± 2.79 88.74 ± 7.04 77.04 ± 5.75 93.86 ± 1.98 88.58 ± 3.83