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

BMC Bioinformatics

Table 5 Generalizability results of the models trained on Kvasir-SEG and tested on CVC-clinicDB

Method	mDice	mIoU	Recall	Precision
U-Net [5]	0.6302	0.5015	0.5612	0.8249
U-Net++ [6]	0.4267	0.3623	0.4337	0.6877
Deeplabv3 + Xception [37]	0.6509	0.5385	0.6251	0.7947
Deeplabv3 + Mobile [37]	0.6303	0.4825	0.5957	0.7173
HRNetSmallv2 [40]	0.6428	0.5513	0.6811	0.7253
HRNet [40]	0.7901	0.6953	0.8796	0.7694
MSRF-Net [35]	0.7921	0.6498	0.9001	0.7000
Our method	0.8462	0.7584	0.8364	0.8681

ISSN: 1471-2105