Table 9 Quantitative results of corn kernel segmentation task. (bold indicates the best)
Model | BN | HD | NOR | Average | ||||
---|---|---|---|---|---|---|---|---|
mIoU | mDSC | mIoU | mDSC | mIoU | mDSC | mIoU | mDSC | |
U-Net | 0.769 | 0.829 | 0.709 | 0.823 | 0.702 | 0.725 | 0.726 | 0.792 |
U-T | 0.731 | 0.861 | 0.761 | 0.850 | 0.816 | 0.823 | 0.769 | 0.845 |
U-S | 0.781 | 0.831 | 0.741 | 0.816 | 0.831 | 0.867 | 0.784 | 0.838 |
U-V | 0.815 | 0.885 | 0.864 | 0.925 | 0.752 | 0.835 | 0.810 | 0.881 |
U-V + DI | 0.885 | 0.891 | 0.878 | 0.935 | 0.785 | 0.836 | 0.849 | 0.887 |
U-V + MSA | 0.868 | 0.912 | 0.874 | 0.927 | 0.798 | 0.840 | 0.847 | 0.893 |
U-V + MSA + DI | 0.889 | 0.936 | 0.891 | 0.938 | 0.809 | 0.843 | 0.863 | 0.905 |