Datasets › SKU110K
SKU110K
The Sku110k dataset provides 11,762 images with more than 1.7 million annotated bounding boxes captured in densely packed scenarios, including 8,233 images for training, 588 images for validation, and 2,941 images for testing. There are around 1,733,678 instances in total. The images are collected from thousands of supermarket stores and are of various scales, viewing angles, lighting conditions, and noise levels. All the images are resized into a resolution of one megapixel. Most of the instances in the dataset are tightly packed and typically of a certain orientation in the rage of [−15∘, 15∘].
Source: Rethinking Object Detection in Retail Stores Image Source: https://github.com/eg4000/SKU110K_CVPR19
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 | ||||
|---|---|---|---|---|---|---|
| Dense Object Detection | SKU-110K | RetailDet AP 59.0 | Unitail: Detecting, Reading, and Matching in Retail Scene | — | 5 | Compare |
Papers archive 2025-07-28
5 shown of 5 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 22. 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 | |||
|---|---|---|---|---|
| Unitail: Detecting, Reading, and Matching in Retail Scene | 0 | 1 | 1 Apr 2022 | not harvested |
| A Solution to Product detection in Densely Packed Scenes | 2 | 1 | 23 Jul 2020 | not harvested |
| Soft Anchor-Point Object Detection | 2 | 1 | 27 Nov 2019 | ran 0 of 6 samples (6 unverified) |
| Precise Detection in Densely Packed Scenes | 5 | 1 | 1 Apr 2019 | not harvested |
| Focal Loss for Dense Object Detection | 234 | 1 | 7 Aug 2017 | ran 11 of 11 samples (0 unverified; 6 pointer-only for licence) |
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
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- SKU-110K
- SKU110K
2 variant names, as the archive lists them.
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