Datasets › Human Protein Atlas
Human Protein Atlas
The Human Protein Atlas contains images of histological sections from normal and cancer tissues obtained by immunohistochemistry. Antibodies are labeled with DAB (3,3'-diaminobenzidine) and the resulting brown staining indicates where an antibody has bound to its corresponding antigen.
Check https://www.nature.com/articles/s41592-019-0658-6
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 | ||||
|---|---|---|---|---|---|---|
| Medical Image Deblurring | Human Protein Atlas Image | MedDeblur Average PSNR 31.13 | MedDeblur: Medical Image Deblurring with Residual Dense... | sharif-apu/MedDeblur | 1 | Compare |
| Medical Image Denoising | Human Protein Atlas Image | Deep Dynamic Residual Attention Network Average PSNR 43.84 | Learning Medical Image Denoising with Deep Dynamic... | sharif-apu/MID-DRAN | 1 | Compare |
| Medical Image Enhancement | Human Protein Atlas Image | 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 3. 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 | |||
|---|---|---|---|---|
| MedDeblur: Medical Image Deblurring with Residual Dense Spatial-Asymmetric Attention | 1 | 1 | 27 Dec 2022 | not harvested |
| Deep Perceptual Enhancement for Medical Image Analysis | 1 | 1 | 1 Oct 2022 | not harvested |
| Learning Medical Image Denoising with Deep Dynamic Residual Attention Network | 1 | 1 | 9 Dec 2020 | 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
- Human Protein Atlas Image
- Human Protein Atlas
2 variant names, as the archive lists them.
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