Datasets › TCGA
TCGA (The Cancer Genome Atlas)
The archive carries no description for this dataset.
Benchmarks archive 2025-07-28
All 2 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 | ||||
|---|---|---|---|---|---|---|
| Multiple Instance Learning | TCGA | DTFD-MIL (AFS) ACC 0.951 | DTFD-MIL: Double-Tier Feature Distillation Multiple... | hrzhang1123/dtfd-mil +1 | 8 | Compare |
| Classification | TCGA | MSI-H Transformer AUPRC 0.58 | From Whole-slide Image to Biomarker Prediction: A... | KatherLab/STAMP | 1 | Compare |
Papers archive 2025-07-28
5 shown of 5 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 23. 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 | |||
|---|---|---|---|---|
| Snuffy: Efficient Whole Slide Image Classifier | 1 | 1 | 15 Aug 2024 | not harvested |
| From Whole-slide Image to Biomarker Prediction: A Protocol for End-to-End Deep Learning in Computational Pathology | 1 | 1 | 18 Dec 2023 | not harvested |
| DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification | 2 | 4 | 22 Mar 2022 | ran 2 of 6 samples (4 unverified; 3 pointer-only for licence) |
| TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification | 3 | 1 | 2 Jun 2021 | not harvested |
| Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning | 2 | 2 | 17 Nov 2020 | ran 4 of 6 samples (2 unverified) |
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
- TCGA
1 variant name, as the archive lists them.
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