From: PyConvU-Net: a lightweight and multiscale network for biomedical image segmentation
 | kaggleLung | liver | ISBICell | |||
---|---|---|---|---|---|---|
MIoU | Dice | MIoU | Dice | MIoU | Dice | |
U-Net | 0.7279 | 0.7834 | 0.6207 | 0.7386 | 0.7742 | 0.8639 |
UNet++ | 0.6078 | 0.6471 | 0.6504 | 0.7690 | 0.7878 | 0.8808 |
Resnet34_UNet | 0.9494 | 0.9721 | 0.6623 | 0.7451 | 0.8398 | 0.9115 |
Attention U-Net | 0.7723 | 0.8278 | 0.6989 | 0.8083 | 0.8269 | 0.8945 |
FCN8s | 0.9545 | 0.9752 | 0.5139 | 0.6447 | 0.8345 | 0.9005 |
PyConvU-Net | 0.9630 | 0.9339 | 0.7050 | 0.8227 | 0.8385 | 0.9117 |