Datasets › Amazon-Book

Amazon-Book

archive 2025-07-28

N/A

Benchmarks archive 2025-07-28

All 3 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.

Papers archive 2025-07-28

15 shown of 15 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 18. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Why is Normalization Necessary for Linear Recommenders? 1 2 8 Apr 2025 not harvested
Retrieval with Learned Similarities 1 1 22 Jul 2024 not harvested
Turbo-CF: Matrix Decomposition-Free Graph Filtering for Fast Recommendation 1 1 22 Apr 2024 ran 2 of 3 samples (1 unverified)
Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations 12 1 27 Feb 2024 ran 14 of 42 samples (28 unverified; 3 pointer-only for licence)
Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering 1 1 18 Feb 2024 ran 1 of 2 samples (1 unverified)
Scalable Approximate NonSymmetric Autoencoder for Collaborative Filtering 1 2 14 Sep 2023 not harvested
Blurring-Sharpening Process Models for Collaborative Filtering 1 4 17 Nov 2022 ran 1 of 1 samples (0 unverified)
Sapling Similarity: a performing and interpretable memory-based tool for recommendation 1 1 13 Oct 2022 not harvested
MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering 2 1 5 Apr 2022 not harvested
UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation 2 1 28 Oct 2021 not harvested
SimpleX: A Simple and Strong Baseline for Collaborative Filtering 1 1 26 Sep 2021 not harvested
LT-OCF: Learnable-Time ODE-based Collaborative Filtering 2 3 8 Aug 2021 ran 0 of 3 samples (3 unverified)
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation 18 2 6 Feb 2020 ran 2 of 7 samples (5 unverified; 2 pointer-only for licence)
Neural Graph Collaborative Filtering 21 1 20 May 2019 ran 6 of 7 samples (1 unverified)
Self-Attentive Sequential Recommendation 8 1 20 Aug 2018 ran 3 of 20 samples (17 unverified)

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

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • Amazon-Book

1 variant name, as the archive lists them.

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