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amazon-ratings
amazon-ratings is a product co-purchasing network based on data from SNAP datasets
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 | ||||
|---|---|---|---|---|---|---|
| Node Classification | amazon-ratings | GAT Accuracy (%) 55.54 ± 0.51 | Classic GNNs are Strong Baselines: Reassessing GNNs for... | LUOyk1999/tunedGNN | 4 | 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 33. 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 | |||
|---|---|---|---|---|
| Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification | 1 | 3 | 13 Jun 2024 | ran 2 of 9 samples (7 unverified) |
| Polynormer: Polynomial-Expressive Graph Transformer in Linear Time | 2 | 1 | 2 Mar 2024 | ran 5 of 8 samples (3 unverified) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- amazon-ratings
1 variant name, as the archive lists them.
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