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. 2025 Sep 29;15:33668. doi: 10.1038/s41598-025-18202-8

Table 5.

Performance of H-fusion-SEG under Gaussian noise and random rotations, showing strong robustness across datasets.

Dataset PACC Dice (↑) IoU (↑)
HAM10000 0.9548 0.909 ± 0.1934 0.8701 ± 0.1910
ISIC-2016 0.9248 0.8731 ± 0.1866 0.8231 ± 0.1837
ISIC-2017 0.8800 0.8321 ± 0.1160 0.7789 ± 0.1370
ISIC-2018 0.9815 0.9241 ± 0.1090 0.9001 ± 0.1930