Datasets › MAVE
MAVE (MAVE: : A Product Dataset for Multi-source Attribute Value Extraction)
The dataset contains 3 million attribute-value annotations across 1257 unique categories created from 2.2 million cleaned Amazon product profiles. It is a large, multi-sourced, diverse dataset for product attribute extraction study.
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 | ||||
|---|---|---|---|---|---|---|
| Attribute Value Extraction | MAVE | MAVEQA F1-score 98.32 | MAVE: A Product Dataset for Multi-source Attribute Value... | google-research-datasets/mave | 3 | Compare |
| Attribute Mining | MAVE | T5 Large - End2End F1-score 95.19 | An Empirical Comparison of Generative Approaches for... | — | 1 | 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 14. 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 | |||
|---|---|---|---|---|
| An Empirical Comparison of Generative Approaches for Product Attribute-Value Identification | 0 | 1 | 1 Jul 2024 | not harvested |
| MAVE: A Product Dataset for Multi-source Attribute Value Extraction | 1 | 3 | 16 Dec 2021 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Attribution-NonCommercial 4.0 International
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- MAVE
1 variant name, as the archive lists them.
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