Datasets › Hyper-Kvasir Dataset
Hyper-Kvasir Dataset
HyperKvasir dataset contains 110,079 images and 374 videos where it captures anatomical landmarks and pathological and normal findings. A total of around 1 million images and video frames altogether.
Benchmarks archive 2025-07-28
All 2 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 | ||||
|---|---|---|---|---|---|---|
| Anomaly Detection | Hyper-Kvasir Dataset | CCD AUC 0.972 | Constrained Contrastive Distribution Learning for... | tianyu0207/CCD | 6 | Compare |
| Medical Image Segmentation | Hyper-Kvasir Dataset | efficientnetb1 Dice score 0.857 | Transfer Learning in Polyp and Endoscopic Tool... | ylefen/medai2021-polypixel | 1 | Compare |
Papers archive 2025-07-28
7 shown of 7 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 | |||
|---|---|---|---|---|
| Transfer Learning in Polyp and Endoscopic Tool Segmentation from Colonoscopy Images | 1 | 1 | 16 Nov 2021 | not harvested |
| Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images | 1 | 1 | 5 Mar 2021 | not harvested |
| Deep One-Class Classification via Interpolated Gaussian Descriptor | 2 | 1 | 25 Jan 2021 | ran 1 of 1 samples (0 unverified; 1 pointer-only for licence) |
| PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization | 26 | 1 | 17 Nov 2020 | ran 7 of 7 samples (0 unverified; 3 pointer-only for licence) |
| PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation | 1 | 1 | 12 Oct 2020 | not harvested |
| OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations | 0 | 1 | 20 Mar 2019 | not harvested |
| f-AnoGAN: Fast Unsupervised Anomaly Detection with Generative Adversarial Networks | 3 | 1 | 30 Jan 2019 | not harvested |
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
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- Hyper-Kvasir Dataset
1 variant name, as the archive lists them.
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