Datasets › ACDC Scribbles
ACDC Scribbles
We release expert-made scribble annotations for the medical ACDC dataset [1]. The released data must be considered as extending the original ACDC dataset. The ACDC dataset contains cardiac MRI images, paired with hand-made segmentation masks. It is possible to use the segmentation masks provided in the ACDC dataset to evaluate the performance of methods trained using only scribble supervision.
References: [1] Bernard, Olivier, et al. "Deep learning techniques for automatic MRI cardiac multi-structures segmentation and diagnosis: is the problem solved?." IEEE transactions on medical imaging 37.11 (2018): 2514-2525.
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 | ||||
|---|---|---|---|---|---|---|
| Semantic Segmentation | ACDC Scribbles | ScribFormer Dice (Average) 88.8% | ScribFormer: Transformer Makes CNN Work Better for... | HUANGLIZI/ScribFormer | 6 | Compare |
Papers archive 2025-07-28
6 shown of 6 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 10. 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 | |||
|---|---|---|---|---|
| ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation | 1 | 1 | 3 Feb 2024 | not harvested |
| ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class Embedding | 1 | 1 | 30 Jul 2023 | not harvested |
| TFCNs: A CNN-Transformer Hybrid Network for Medical Image Segmentation | 1 | 1 | 7 Jul 2022 | not harvested |
| CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision | 1 | 1 | 3 Mar 2022 | not harvested |
| Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup | 1 | 1 | 15 Sep 2020 | ran 0 of 1 samples (1 unverified) |
| CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features | 30 | 1 | 13 May 2019 | ran 17 of 24 samples (7 unverified; 5 pointer-only for licence) |
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
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- ACDC Scribbles
1 variant name, as the archive lists them.
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