Datasets › Endotect Polyp Segmentation Challenge Dataset
Endotect Polyp Segmentation Challenge Dataset
A challenge that consists of three tasks, each targeting a different requirement for in-clinic use. The first task involves classifying images from the GI tract into 23 distinct classes. The second task focuses on efficiant classification measured by the amount of time spent processing each image. The last task relates to automatcially segmenting polyps.
Source: EndoTect Challenge
Please cite "The EndoTect 2020 Challenge: Evaluation andComparison of Classification, Segmentation and Inference Time for Endoscopy" if you use the dataset.
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 | Endotect Polyp Segmentation Challenge Dataset | DDANet DSC 0.7870 | DDANet: Dual Decoder Attention Network for Automatic... | nikhilroxtomar/DDANet | 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 2. 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 | |||
|---|---|---|---|---|
| Multi Kernel Positional Embedding ConvNeXt for Polyp Segmentation | 1 | 1 | 17 Jan 2023 | not harvested |
| DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation | 1 | 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
- Endotect Polyp Segmentation Challenge Dataset
1 variant name, as the archive lists them.
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