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Sequential Recommendation datasets

archive 2025-07-28

11 datasets carry the task tag "Sequential Recommendation" (the task itself: Sequential Recommendation), ordered by the archive's paper count. Page 1 of 1: 11 shown of 11. 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.

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

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Sequential Recommendation 11

Sequential Recommendation datasets 1–11 of 11

MovieLens
The MovieLens datasets, first released in 1998, describe people’s expressed preferences for movies.
TabularLink PredictionRecommendation SystemsKnowledge Graph CompletionClick-Through Rate PredictionSequential RecommendationCollaborative 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 SystemsSequential RecommendationSession-Based RecommendationsCollaborative Filteringpoint of interests
203 papers · 4 benchmarks
Yelp
The Yelp Dataset is a valuable resource for academic research, teaching, and learning.
Text ClassificationAnomaly DetectionNode ClassificationSentiment AnalysisLink PredictionRecommendation Systems+15 tasks
86 papers · 15 benchmarks
KuaiRand
KuaiRand is an unbiased sequential recommendation dataset collected from the recommendation logs of the video-sharing mobile app, Kuaishou (快手).
Recommendation SystemsMulti-Task LearningSequential RecommendationMulti-Armed Bandits
42 papers · 1 benchmark
Amazon Review
Amazon Review is a dataset to tackle the task of identifying whether the sentiment of a product review is positive or negative.
Recommendation SystemsSequential RecommendationMultimodal Recommendation
35 papers · 1 benchmark
Amazon Beauty (Amazon Beauty 5-core)
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).
ImagesTextsRecommendation SystemsSequential RecommendationMultimodal Recommendation
18 papers · 3 benchmarks
Amazon Men
This datasets is a subset of the Amazon reviews dataset which contain Men related products
Recommendation SystemsSequential Recommendation
14 papers · 2 benchmarks
Amazon-Sports
Amazon-Sports is a sub-category of the Amazon dataset, which contains a series of product reviews crawled from Amazon.com.
Recommendation SystemsSequential Recommendation
14 papers · 1 benchmark
PixelRec
an image cover dataset in short video recommendation
Recommendation SystemsSequential Recommendation
1 paper · 1 benchmark
tida-gcn-data
The datasets of "Time Interval-enhanced Graph Neural Network for Shared-account Cross-domain Sequential Recommendation" (TNNLs 2022)
TextsSequential Recommendation
1 paper · 0 benchmarks
X-Wines (A Wine Dataset for Recommender Systems and Machine Learning)
X-Wines is a consistent wine dataset containing 100,646 instances and 21 million real evaluations carried out by users.
ImagesTextsRankingTabularTime seriesRecommendation SystemsSequential RecommendationMulti-Domain Recommender Systems
0 papers · 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.