Datasets › GlaS
GlaS (Gland Segmentation in Colon Histology Images Challenge)
The dataset used in this challenge consists of 165 images derived from 16 H&E stained histological sections of stage T3 or T42 colorectal adenocarcinoma. Each section belongs to a different patient, and sections were processed in the laboratory on different occasions. Thus, the dataset exhibits high inter-subject variability in both stain distribution and tissue architecture. The digitization of these histological sections into whole-slide images (WSIs) was accomplished using a Zeiss MIRAX MIDI Slide Scanner with a pixel resolution of 0.465µm.
Source: Sirinukunwattana et al.
Image source: Sirinukunwattana et al.
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 | GlaS | Hi-gMISnet F1 93.25 | Hi-gMISnet: generalized medical image segmentation using... | tushartalukder/HigMISnet | 10 | 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 112. 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 | |||
|---|---|---|---|---|
| Trans2Unet: Neural fusion for Nuclei Semantic Segmentation | 0 | 1 | 24 Jul 2024 | not harvested |
| Hi-gMISnet: generalized medical image segmentation using DWT based multilayer fusion and dual mode attention into high resolution pGAN | 1 | 1 | 20 May 2024 | not harvested |
| Masked Diffusion as Self-supervised Representation Learner | 1 | 1 | 10 Aug 2023 | not harvested |
| HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology images | 1 | 1 | 1 Sep 2022 | not harvested |
| UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer | 3 | 3 | 9 Sep 2021 | ran 1 of 1 samples (0 unverified; 1 pointer-only for licence) |
| Medical Transformer: Gated Axial-Attention for Medical Image Segmentation | 2 | 3 | 21 Feb 2021 | not harvested |
Dataset loaders archive 2025-07-28
2 loaders as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Custom (research-only, non-commercial, attribution)
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- GlaS
1 variant name, as the archive lists them.
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