Datasets › Amazon Product Data
Amazon Product Data (rithik)
This dataset contains product reviews and metadata from Amazon, including 142.8 million reviews spanning May 1996 - July 2014.
This dataset includes reviews (ratings, text, helpfulness votes), product metadata (descriptions, category information, price, brand, and image features), and links (also viewed/also bought graphs).
Benchmarks archive 2025-07-28
All 5 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 | ||||
|---|---|---|---|---|---|---|
| Recommendation Systems | Amazon Product Data | TLSAN AUC 0.9773 | TLSAN: Time-aware Long- and Short-term Attention Network... | TsingZ0/TLSAN | 2 | Compare |
| Domain Adaptation | Noisy-Amazon (20%) | Butterfly Average Accuracy 71.53 | Butterfly: One-step Approach towards Wildly Unsupervised... | fengliu90/Butterfly | 1 | Compare |
| Domain Adaptation | Noisy-Amazon (45%) | Butterfly Average Accuracy 56.01 | Butterfly: One-step Approach towards Wildly Unsupervised... | fengliu90/Butterfly | 1 | Compare |
| Wildly Unsupervised Domain Adaptation | Noisy-Amazon (20%) | Butterfly Average Accuracy 71.53 | Butterfly: One-step Approach towards Wildly Unsupervised... | fengliu90/Butterfly | 1 | Compare |
| Wildly Unsupervised Domain Adaptation | Noisy-Amazon (45%) | Butterfly Average Accuracy 56.01 | Butterfly: One-step Approach towards Wildly Unsupervised... | fengliu90/Butterfly | 1 | Compare |
Papers archive 2025-07-28
3 shown of 3 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 41. 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 | |||
|---|---|---|---|---|
| TLSAN: Time-aware Long- and Short-term Attention Network for Next-item Recommendation | 1 | 1 | 16 Mar 2021 | not harvested |
| Butterfly: One-step Approach towards Wildly Unsupervised Domain Adaptation | 1 | 4 | 19 May 2019 | ran 0 of 3 samples (3 unverified) |
| Adaptive User Modeling with Long and Short-Term Preferences for Personalized Recommendation | 2 | 1 | 1 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
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
Variants archive 2025-07-28
- Amazon Product Data
- Noisy-Amazon (20%)
- Noisy-Amazon (45%)
3 variant names, as the archive lists them.
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