P-TransUNet: an improved parallel network for medical image segmentation

BMC Bioinformatics

Table 7 Ablation study of P-TransUNet on the Kvasir-SEG dataset for each column

Method	mDice	mIoU	Recall	Precision
U-Net [5]	0.5621	0.405	0.4364	0.8466
U-Net++ [6]	0.6783	0.5494	0.7311	0.6885
HRNet-Smallv2 [40]	0.2107	0.1363	0.2038	0.3347
HRNet [40]	0.2349	0.2461	0.3372	0.1523
Deeplabv3 + Xception [37]	0.6746	0.5327	0.6296	0.7757
Deeplabv3 + Mobile [37]	0.6474	0.5098	0.6632	0.6878
MSRF-Net [35]	0.7575	0.6337	0.7197	0.8414
Our method	0.7911	0.6876	0.8409	0.7825

ISSN: 1471-2105