Datasets › Amazon Review
Amazon Review
Amazon Review is a dataset to tackle the task of identifying whether the sentiment of a product review is positive or negative. This dataset includes reviews from four different merchandise categories: Books (B) (2834 samples), DVDs (D) (1199 samples), Electronics (E) (1883 samples), and Kitchen and housewares (K) (1755 samples).
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 | ||||
|---|---|---|---|---|---|---|
| Recommendation Systems | Amazon Games | ProxyRCA Hit@10 0.809 | Proxy-based Item Representation for Attribute and... | theeluwin/ProxyRCA | 6 | 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 35. 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 | |||
|---|---|---|---|---|
| Positional encoding is not the same as context: A study on positional encoding for sequential recommendation | 1 | 1 | 16 May 2024 | ran 8 of 8 samples (0 unverified; 8 pointer-only for licence) |
| Proxy-based Item Representation for Attribute and Context-aware Recommendation | 1 | 1 | 11 Dec 2023 | not harvested |
| CARCA: Context and Attribute-Aware Next-Item Recommendation via Cross-Attention | 2 | 1 | 4 Apr 2022 | not harvested |
| TLSAN: Time-aware Long- and Short-term Attention Network for Next-item Recommendation | 1 | 1 | 16 Mar 2021 | not harvested |
| SSE-PT: Sequential Recommendation Via Personalized Transformer | 2 | 1 | 25 Sep 2019 | not harvested |
| Self-Attentive Sequential Recommendation | 8 | 1 | 20 Aug 2018 | ran 3 of 20 samples (17 unverified) |
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
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- AlekseyKorshuk/amazon-reviews-input-output
- Amazon Men
- Amazon Fashion
- Amazon Games
- Amazon Beauty
- Amazon Review
6 variant names, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections