Open Access
Table 5
Results over the test set using the edge-aware loss functions and the encoder DenseNet-201 with visual AAs.
| Loss | Config | Dice | Precision | Recall |
|---|---|---|---|---|
| Class-CCE | 0.8969 | 0.8863 | 0.9274 | |
| Pixel-CCE1 | α = 1 | 0.8819 | 0.8939 | 0.8980 |
| α = 2 | 0.8930 | 0.9023 | 0.9048 | |
| α = 3 | 0.8911 | 0.9023 | 0.9028 | |
| α = 4 | 0.8887 | 0.8986 | 0.9034 | |
| α = 5 | 0.8850 | 0.8659 | 0.9293 | |
| α = 6 | 0.8804 | 0.8622 | 0.9256 | |
| Pixel-CCE2 | δ = 0.3 | 0.8824 | 0.8796 | 0.9159 |
| δ = 0.5 | 0.8960 | 0.8957 | 0.9176 | |
| δ = 0.7 | 0.8967 | 0.8836 | 0.9309 | |
| δ = 0.9 | 0.8988 | 0.8891 | 0.9291 | |
| δ = 1.1 | 0.8901 | 0.8894 | 0.9148 | |
| δ = 1.3 | 0.8931 | 0.9103 | 0.8973 | |
| δ = 1.5 | 0.8926 | 0.8826 | 0.9257 | |
| δ = 1.7 | 0.9022 | 0.9086 | 0.9137 | |
| δ = 1.9 | 0.8880 | 0.8830 | 0.9172 |
Notes. Color-coding corresponds to the one used in Table 1.
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