Model | Kvasir-SEG | CVC-ClinicDB | ||||||
mIoU | Dice | Recall | Precision | mIoU | Dice | Recall | Precision | |
Unet | 0.8065 | 0.8785 | 0.8831 | 0.9077 | 0.8287 | 0.8861 | 0.8759 | 0.9309 |
ResUnet++ | 0.6894 | 0.7790 | 0.7794 | 0.8526 | 0.7381 | 0.8131 | 0.7961 | 0.9128 |
DoubleUnet | 0.8491 | 0.9041 | 0.9077 | 0.9294 | 0.8602 | 0.9127 | 0.9133 | 0.9380 |
DDANet | 0.7980 | 0.8641 | 0.8840 | 0.8924 | 0.8208 | 0.8892 | 0.8719 | 0.9228 |
PraNet | 0.8505 | 0.9067 | 0.9108 | 0.9300 | 0.8592 | 0.9139 | 0.9122 | 0.9395 |
Ours | 0.8630 | 0.9168 | 0.9190 | 0.9326 | 0.8882 | 0.9315 | 0.9294 | 0.9537 |