Datasets › Cell
Cell
The CELL benchmark is made of fluorescence microscopy images of cell.
Source: Multi-Domain Adversarial Learning
Image Source: https://arxiv.org/pdf/1903.09239v1.pdf
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 | ||||
|---|---|---|---|---|---|---|
| Nuclear Segmentation | Cell17 | Cell R-CNN Hausdorff 11.3141 | Panoptic Segmentation with an End-to-End Cell R-CNN for... | — | 4 | Compare |
| Color Image Denoising | CellNet | DnCNN (n2t) PSNR 34.4 | Noise2Self: Blind Denoising by Self-Supervision | czbiohub/noise2self +3 | 1 | Compare |
| Medical Image Segmentation | Cell | UNet++ IoU 91.21 | UNet++: Redesigning Skip Connections to Exploit... | MrGiovanni/Nested-UNet +12 | 1 | 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 12. 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 | |||
|---|---|---|---|---|
| UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation | 13 | 1 | 11 Dec 2019 | ran 1 of 9 samples (8 unverified; 2 pointer-only for licence) |
| Noise2Self: Blind Denoising by Self-Supervision | 4 | 1 | 30 Jan 2019 | ran 3 of 20 samples (17 unverified) |
| Panoptic Segmentation with an End-to-End Cell R-CNN for Pathology Image Analysis | 0 | 1 | 28 Sep 2018 | not harvested |
| Mask R-CNN | 179 | 1 | 20 Mar 2017 | ran 42 of 140 samples (98 unverified; 23 pointer-only for licence) |
| Image-to-Image Translation with Conditional Adversarial Networks | 192 | 1 | 21 Nov 2016 | ran 14 of 122 samples (108 unverified; 1 pointer-only for licence) |
| Perceptual Losses for Real-Time Style Transfer and Super-Resolution | 80 | 1 | 27 Mar 2016 | ran 13 of 46 samples (33 unverified; 5 pointer-only for licence) |
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
- Cell17
- Cell
- CellNet
3 variant names, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections