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. 2024 Mar 14;14:6152. doi: 10.1038/s41598-024-56264-2

Table 2.

The test results of the compare study in Kvasir and CVC-ClinicDB.

Train/Val Kvasir 80%/10% CVC-ClinicDB 80%/10%
Test Kvasir 10% CVC-ClinicDB 10%
Metric Dice mDice mIoU p Dice mDice mIoU p
UNet 0.814 0.857 0.822 < 0.05 0.871 0.87 0.876 < 0.05
UperNet 0.855 0.884 0.861 < 0.05 0.882 0.913 0.886 < 0.05
Double-UNet 0.794 0.824 0.797 < 0.05 0.832 0.841 0.841 < 0.05
SS-Former 0.898 0.940 0.896 < 0.05 0.923 0.958 0.929 < 0.05
FCB-Former 0.901 0.942 0.904 0.15 0.944 0.969 0.945 0.26
ESFPNet 0.896 0.938 0.898 < 0.05 0.945 0.971 0.946 0.41
Nanni’s Ens 0.916 0.948 0.912 0.35 0.946 0.973 0.949 0.69
HarDNet-DFUS 0.908 0.943 0.905 0.18 0.943 0.969 0.944 0.21
DET-Former 0.923 0.954 0.924 _ 0.953 0.975 0.953 _