# Skin Lesion Segmentation on ISIC Official 256 2018 Source: [Skin Lesion Segmentation on ISIC Official 256 2018]() Collection index: [llms.txt]() Data updated: 2026-06-05T09:32:31.845Z Evaluation of skin lesion segmentation performance on the ISIC Official 256 2018 dataset configuration, reporting metrics including Dice, IoU, Accuracy, Sensitivity, Specificity, Precision, B-F1, HD95, and ASSD. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Skin Lesion Segmentation | | Dataset (including any stated split) | ISIC Official 256 2018 | | Metric | Dice | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 7 of 7 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Dice](): Higher is better; unit: PERCENT. - [IoU](): Higher is better; unit: PERCENT. - [Accuracy](): Higher is better; unit: PERCENT. - [Sensitivity](): Higher is better; unit: PERCENT. - [Specificity](): Higher is better; unit: PERCENT. - [Precision](): Higher is better; unit: PERCENT. - [Balanced F1 Score](): Higher is better; unit: PERCENT. - [HD95](): Lower is better; unit: SCALAR. - [ASSD](): Lower is better; unit: SCALAR. ## Recorded results | Method | Dice | Result date | Report paper | | --- | --- | --- | --- | | MS-DKC-AttNextTopo-VCSF | 88.72 | Not recorded | 6a22587b86173ad9c1468a3a | | AttNextTopo-Baseline | 88.18 | Not recorded | 6a22587b86173ad9c1468a3a | | MS-DKC-AttNext-SBR | 87.85 | Not recorded | 6a22587b86173ad9c1468a3a | | U-Net | 86.22 | Not recorded | 6a22587b86173ad9c1468a3a | | GLAD-Net | 85.6 | Not recorded | 6a22587b86173ad9c1468a3a | | U-Net-Transformer | 83.19 | Not recorded | 6a22587b86173ad9c1468a3a | | Shallow U-Net | 79.25 | Not recorded | 6a22587b86173ad9c1468a3a | ### MS-DKC-AttNextTopo-VCSF Dice: 88.72. Result ID: 6a2297adfbc373592c2110f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"NoAug":"true"}. This record does not assert independent reproduction. ### AttNextTopo-Baseline Dice: 88.18. Result ID: 6a2297adfbc373592c2110f2. [Reporting paper]() Recorded evaluation configuration: {"NoAug":"true"}. This record does not assert independent reproduction. ### MS-DKC-AttNext-SBR Dice: 87.85. Result ID: 6a2297adfbc373592c2110f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### U-Net Dice: 86.22. Result ID: 6a2297adfbc373592c2110ee. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GLAD-Net Dice: 85.6. Result ID: 6a2297adfbc373592c2110f0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### U-Net-Transformer Dice: 83.19. Result ID: 6a2297adfbc373592c2110ef. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Shallow U-Net Dice: 79.25. Result ID: 6a2297adfbc373592c2110ed. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.