Datasets › BraTS 2015
BraTS 2015
The BraTS 2015 dataset is a dataset for brain tumor image segmentation. It consists of 220 high grade gliomas (HGG) and 54 low grade gliomas (LGG) MRIs. The four MRI modalities are T1, T1c, T2, and T2FLAIR. Segmented “ground truth” is provide about four intra-tumoral classes, viz. edema, enhancing tumor, non-enhancing tumor, and necrosis.
Source: Brain MRI Tumor Segmentation with Adversarial Networks Image Source: https://sites.google.com/site/braintumorsegmentation/home/brats2015
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 | ||||
|---|---|---|---|---|---|---|
| Brain Tumor Segmentation | BRATS-2015 | OM-Net + CGAp Dice Score 87% | One-pass Multi-task Networks with Cross-task Guided... | chenhong-zhou/OM-Net | 4 | Compare |
Papers archive 2025-07-28
4 shown of 4 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 69. The Syntology column is from Syntology's graph (read 2026-09-25), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| One-pass Multi-task Networks with Cross-task Guided Attention for Brain Tumor Segmentation | 1 | 1 | 5 Jun 2019 | not harvested |
| Autofocus Layer for Semantic Segmentation | 3 | 1 | 22 May 2018 | not harvested |
| CNN-based Segmentation of Medical Imaging Data | 2 | 1 | 11 Jan 2017 | not harvested |
| Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation | 2 | 1 | 18 Mar 2016 | ran 0 of 12 samples (12 unverified) |
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
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- BRATS-2015
- BraTS 2015
2 variant names, as the archive lists them.
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