Table 3.
Model | Accuracy | Recall | F1-Score | IOU | DSC | Params | SETT |
---|---|---|---|---|---|---|---|
UNet | 0.9901 | 0.9294 | 0.9241 | 0.8672 | 0.8927 | 17.26 M | 295 |
MSFCN | 0.9917 | 0.9355 | 0.9059 | 0.8439 | 0.8929 | 23.38 M | 306 |
MSRN | 0.9880 | 0.9022 | 0.8662 | 0.8203 | 0.8832 | 14.27 M | 288 |
FPN | 0.9896 | 0.9238 | 0.9215 | 0.8518 | 0.8834 | 48.20 M | 481 |
FCN | 0.9891 | 0.9014 | 0.9213 | 0.8245 | 0.8763 | 134.3 M | 783 |
Ours | 0.9943 | 0.9408 | 0.9377 | 0.8848 | 0.9176 | 6.91 M | 174 |