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BKAI-IGH NeoPolyp-Small

Introduced by Phan Ngoc Lan et al. in NeoUNet: Towards accurate colon polyp segmentation and neoplasm detection11 Jul 2021 archive 2025-07-28

This dataset contains 1200 images (1000 WLI images and 200 FICE images) with fine-grained segmentation annotations. The training set consists of 1000 images, and the test set consists of 200 images. All polyps are classified into neoplastic or non-neoplastic classes denoted by red and green colors, respectively. This dataset is a part of a bigger dataset called NeoPolyp.

HomepageBenchmarksPapers JSON

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)PaperCode
Medical Image Segmentation BKAI-IGH NeoPolyp-Small RaBiT Average Dice 0.94 RaBiT: An Efficient Transformer using Bidirectional... nguyenhoangthuan99/RaBiT 9 Compare

Papers archive 2025-07-28

9 shown of 9 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 9. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation 1 1 23 Dec 2024 not harvested
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation 1 1 11 May 2024 ran 20 of 23 samples (3 unverified; 23 pointer-only for licence)
RaBiT: An Efficient Transformer using Bidirectional Feature Pyramid Network with Reverse Attention for Colon Polyp Segmentation 1 1 12 Jul 2023 not harvested
Focal-UNet: UNet-like Focal Modulation for Medical Image Segmentation 1 1 19 Dec 2022 not harvested
TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation 1 1 17 Jun 2022 not harvested
TGANet: Text-guided attention for improved polyp segmentation 1 1 9 May 2022 not harvested
BlazeNeo: Blazing fast polyp segmentation and neoplasm detection 1 1 28 Feb 2022 not harvested
NeoUNet: Towards accurate colon polyp segmentation and neoplasm detection 0 1 11 Jul 2021 not harvested
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning 1 1 15 Nov 2020 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Medical Image Segmentation

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

ImagesMedical

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • BKAI-IGH NeoPolyp-Small

1 variant name, as the archive lists them.

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