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Skin Lesion Segmentation research benchmarks – Page 2 · SOTA2 Research

Skin Lesion Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Residual Multi-scale dual attention Unet

83.83JSI

4

Feb 26, 2026

93.12DSC (mean ± std across runs)

3

Apr 9, 2026

ISIC-2017, ISIC-2018, and PH2 Macro-average (test)

92.58Accuracy

2

Apr 8, 2026

ISIC 2018 (Full labeled)

86.84Dice Coefficient

1

Feb 26, 2026

Page 2 of 2

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ISIC HAM10000 PH2 Skin Lesion ISIC + PH2

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