Datasets › DyML-Product
DyML-Product (Dynamic Metric Learning Product)
DyML-Product is derived from iMaterialist-2019, a hierarchical online product dataset. The original iMaterialist-2019 offers up to 4 levels of hierarchical annotations. We remove the coarsest level and maintain 3 levels for DyML-Product.
https://github.com/MalongTech/imaterialist-product-2019
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 | ||||
|---|---|---|---|---|---|---|
| Metric Learning | DyML-Product | HAPPIER Average-mAP 38.0 | Hierarchical Average Precision Training for Pertinent... | elias-ramzi/happier +1 | 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 | |||
|---|---|---|---|---|
| Hierarchical Average Precision Training for Pertinent Image Retrieval | 2 | 1 | 5 Jul 2022 | ran 6 of 9 samples (3 unverified) |
| Dynamic Metric Learning: Towards a Scalable Metric Space to Accommodate Multiple Semantic Scales | 1 | 1 | 22 Mar 2021 | ran 0 of 1 samples (1 unverified; 1 pointer-only for licence) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
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
- DyML-Product
1 variant name, as the archive lists them.
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