Datasets › Brain Tumor MRI Dataset
Brain Tumor MRI Dataset
This dataset is a combination of the following three datasets : figshare, SARTAJ dataset and Br35H
This dataset contains 7022 images of human brain MRI images which are classified into 4 classes: glioma - meningioma - no tumor and pituitary.
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 | ||||
|---|---|---|---|---|---|---|
| Brain Tumor Classification | Brain Tumor MRI Dataset | Extra-tree 1:1 Accuracy 97.28 | Enhanced MRI brain tumor detection and classification... | gaetanosettembre/BrainTumor_clf_TDA | 1 | Compare |
| Classification | Brain Tumor MRI Dataset | DINO F1 score 0.9909 | CASS: Cross Architectural Self-Supervision for Medical... | pranavsinghps1/CASS | 1 | Compare |
| Medical Image Enhancement | Brain Tumor MRI Dataset | DPE Average PSNR 30.69 | Deep Perceptual Enhancement for Medical Image Analysis | sharif-apu/DPE_JBHI | 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 7. 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 | |||
|---|---|---|---|---|
| Enhanced MRI brain tumor detection and classification via topological data analysis and low-rank tensor decomposition | 1 | 1 | 3 Oct 2024 | not harvested |
| Deep Perceptual Enhancement for Medical Image Analysis | 1 | 1 | 1 Oct 2022 | not harvested |
| CASS: Cross Architectural Self-Supervision for Medical Image Analysis | 1 | 1 | 8 Jun 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
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- Brain Tumor MRI Dataset
1 variant name, as the archive lists them.
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