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. 2024 May 21;10(6):125. doi: 10.3390/jimaging10060125

Table 4.

Loss function ablation on the Cityscapes dataset. Optimization does not benefit from any combination of cross-entropy with the dice loss.

Loss Mean IoU
Cross-entropy 73.59
Cross-entropy + Dice Loss 73.32
Cross-entropy + 0.2 × Dice Loss 73.02