Datasets › ISIC 2018 Task 1
ISIC 2018 Task 1
The ISIC 2018 dataset was published by the International Skin Imaging Collaboration (ISIC) as a large-scale dataset of dermoscopy images. This Task 1 dataset is the challenge on lesion segmentation. It includes 2594 images.
Source: Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions Image Source: https://challenge2018.isic-archive.com/task1/
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Lesion Segmentation | ISIC 2018 Task 1 | DCSAU-Net mIoU 0.8301 | DCSAU-Net: A Deeper and More Compact Split-Attention... | xq141839/DCSAU-Net | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 27. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation | 1 | 1 | 2 Feb 2022 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- ISIC 2018 Task 1
1 variant name, as the archive lists them.
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