Datasets › Medico automatic polyp segmentation challenge (dataset)
Medico automatic polyp segmentation challenge (dataset)
The “Medico automatic polyp segmentation challenge” aims to develop computer-aided diagnosis systems for automatic polyp segmentation to detect all types of polyps (for example, irregular polyp, smaller or flat polyps) with high efficiency and accuracy. The main goal of the challenge is to benchmark semantic segmentation algorithms on a publicly available dataset, emphasizing robustness, speed, and generalization.
Medico Multimedia Task at MediaEval 2020:Automatic Polyp Segmentation (https://arxiv.org/pdf/2012.15244.pdf)
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 | ||||
|---|---|---|---|---|---|---|
| Medical Image Segmentation | Medico automatic polyp segmentation challenge (dataset) | NanoNet-A DSC 0.7364 | NanoNet: Real-Time Polyp Segmentation in Video Capsule... | DebeshJha/NanoNet +2 | 2 | Compare |
Papers archive 2025-07-28
2 shown of 2 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 | |||
|---|---|---|---|---|
| NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy | 3 | 1 | 22 Apr 2021 | not harvested |
| Automatic Polyp Segmentation using U-Net-ResNet50 | 0 | 1 | 30 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
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- Medico automatic polyp segmentation challenge (dataset)
1 variant name, as the archive lists them.
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