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Collaborative Filtering datasets

archive 2025-07-28

6 datasets carry the task tag "Collaborative Filtering" (the task itself: Collaborative Filtering), ordered by the archive's paper count. Page 1 of 1: 6 shown of 6. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Collaborative Filtering datasets 1–6 of 6

MovieLens

The MovieLens datasets, first released in 1998, describe people’s expressed preferences for movies.

Tabular Link Prediction Recommendation Systems Knowledge Graph Completion Click-Through Rate Prediction Sequential Recommendation Collaborative Filtering+5 tasks

1,246 papers · 17 benchmarks

Gowalla

Gowalla is a location-based social networking website where users share their locations by checking-in.

Recommendation Systems Sequential Recommendation Session-Based Recommendations Collaborative Filtering point of interests

203 papers · 4 benchmarks

Yelp2018

The Yelp2018 dataset is adopted from the 2018 edition of the yelp challenge.

Link Prediction Recommendation Systems Collaborative Filtering Unsupervised Text Style Transfer

125 papers · 2 benchmarks

Yelp

The Yelp Dataset is a valuable resource for academic research, teaching, and learning.

Text Classification Anomaly Detection Node Classification Sentiment Analysis Link Prediction Recommendation Systems+15 tasks

86 papers · 15 benchmarks

Amazon-Book

N/A

Recommendation Systems Collaborative Filtering

18 papers · 3 benchmarks

Genre2Movies (Compositional queries for Movie recommendation)

Genre annotations for movies The file genre2movies.csv contains genre-movie tuples based on Wikidata annotations (https://www.wikidata.org/).

Graphs Ranking Tabular Complex Query Answering Collaborative Filtering Movie Recommendation

1 paper · 0 benchmarks

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.

Collaborative Filtering datasets

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

Collaborative Filtering datasets 1–6 of 6