Datasets › ISIC 2019
ISIC 2019
The goal for ISIC 2019 is classify dermoscopic images among nine different diagnostic categories.25,331 images are available for training across 8 different categories. Two tasks will be available for participation: 1) classify dermoscopic images without meta-data, and 2) classify images with additional available meta-data.
Benchmarks archive 2025-07-28
All 3 leaderboards 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 | ||||
|---|---|---|---|---|---|---|
| Skin Lesion Classification | ISIC 2019 | Ensemble Accuracy 0.634 | Analysis of skin lesion images with deep learning | j05t/lesion-analysis | 2 | Compare |
| Classification | ISIC 2019 | CASS Balanced Multi-Class Accuracy 0.6519 | CASS: Cross Architectural Self-Supervision for Medical... | pranavsinghps1/CASS | 1 | Compare |
| Partial Label Learning | ISIC 2019 | CASS Balanced Multi-Class Accuracy 0.7258 | CASS: Cross Architectural Self-Supervision for Medical... | pranavsinghps1/CASS | 1 | Compare |
Papers archive 2025-07-28
3 shown of 3 papers 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 13. 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 | |||
|---|---|---|---|---|
| LiwTERM: A Lightweight Transformer-Based Model for Dermatological Multimodal Lesion Detection | 1 | 1 | 18 Oct 2024 | not harvested |
| CASS: Cross Architectural Self-Supervision for Medical Image Analysis | 1 | 2 | 8 Jun 2022 | not harvested |
| Analysis of skin lesion images with deep learning | 1 | 1 | 11 Jan 2021 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
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
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- ISIC 2019
1 variant name, as the archive lists them.
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