Experiment result of loss function using U-Net on ATR dataset with Seed 250
Loss function | DSC | F1-score | IOU | Loss | Precision | Recall |
---|---|---|---|---|---|---|
Experiment1 | 0.724 | 0.724 | 0.768 | 1.072 | 0.724 | 0.724 |
Experiment2 | 0.723 | 0.723 | 0.767 | 1.525 | 0.723 | 0.723 |
Experiment3 | 0.724 | 0.724 | 0.768 | 1.398 | 0.724 | 0.724 |
Experiment4 | 0.724 | 0.724 | 0.768 | 1.364 | 0.724 | 0.724 |
Experiment5 | 0.724 | 0.724 | 0.767 | 1.287 | 0.724 | 0.724 |
Experiment6 | 0.723 | 0.723 | 0.767 | 1.222 | 0.723 | 0.723 |
Experiment7 | 0.724 | 0.724 | 0.768 | 1.278 | 0.724 | 0.724 |
Experiment8 | 0.724 | 0.724 | 0.768 | 1.255 | 0.724 | 0.724 |
Experiment9 | 0.724 | 0.724 | 0.768 | 1.228 | 0.724 | 0.724 |
Experiment10 | 0.724 | 0.724 | 0.768 | 1.237 | 0.724 | 0.724 |
Experiment11 | 0.724 | 0.724 | 0.768 | 1.195 | 0.724 | 0.724 |
Experiment12 | 0.724 | 0.724 | 0.768 | 1.164 | 0.724 | 0.724 |
Experiment13 | 0.724 | 0.724 | 0.768 | 1.136 | 0.724 | 0.724 |
Experiment14 | 0.724 | 0.724 | 0.768 | 1.112 | 0.724 | 0.724 |
Experiment15 | 0.724 | 0.724 | 0.768 | 1.115 | 0.724 | 0.724 |
Experiment16 | 0.724 | 0.724 | 0.768 | 1.095 | 0.724 | 0.724 |
Experiment17 | 0.724 | 0.724 | 0.768 | 1.08 | 0.724 | 0.724 |
Experiment18 | 0.725 | 0.724 | 0.768 | 1.075 | 0.724 | 0.724 |
Experiment19 | 0.725 | 0.725 | 0.768 | 1.09 | 0.725 | 0.725 |
Experiment20 | 0.725 | 0.725 | 0.768 | 1.077 | 0.725 | 0.725 |
Experiment21 | 0.725 | 0.725 | 0.768 | 1.069 | 0.725 | 0.725 |
Experiment22 | 0.725 | 0.725 | 0.768 | 1.07 | 0.725 | 0.725 |
Experiment23 | 0.725 | 0.725 | 0.768 | 1.077 | 0.725 | 0.725 |
Experiment24 | 0.725 | 0.725 | 0.768 | 1.07 | 0.725 | 0.725 |
Experiment25 | 0.725 | 0.725 | 0.768 | 1.052 | 0.725 | 0.725 |
Experiment26 | 0.725 | 0.725 | 0.768 | 1.044 | 0.725 | 0.725 |
Experiment27 | 0.725 | 0.725 | 0.768 | 1.042 | 0.725 | 0.725 |