Amazon ESCI
amazon-science
Query-to-product relevance judgments for evaluating ecommerce search and substitute recommendations.
Review required
Parquet · Repository files
Ecommerce dataset catalog
Find the right data.
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Explore 35 open-license and research datasets, benchmarks and data-access projects. Every entry includes content, practical uses, access conditions and a GitHub source.
Wayfair WANDS
wayfair
Human-labeled search relevance data connecting home-furnishing queries with Wayfair products.
Open license stated
CSV · Repository files
MAVE
google-research-datasets
Multi-source product attribute extraction annotations built from Amazon product profiles.
Review required
JSONL · External dependencies
WDC Products
wbsg-uni-mannheim
A product entity-matching benchmark for identifying offers that describe the same product.
Review required
Structured records / benchmark splits · External dependencies
WDC PAVE
wbsg-uni-mannheim
Product attribute extraction and normalization resources for turning heterogeneous offer text into consistent fields.
Review required
Processed dataset files · Repository files
OA-Mine
xinyangz
Weakly supervised resources for discovering both attribute types and values in ecommerce product titles.
Review required
Task-specific data files · Repository files
OTTO Sessions
otto-de
An ecommerce interaction benchmark for predicting what a shopper will click, add to cart, or order next.
Open license stated
JSONL · External dependencies
Coveo SIGIR Ecommerce
coveooss
Search and browsing sessions for studying ecommerce recommendation and purchase intent.
Restricted use
CSV · Application / terms
Coveo Shopper Intent
coveooss
Session-level ecommerce events supporting research into early prediction of shopping intent.
Restricted use
CSV · Application / terms
Coveo Cross-shop Embeddings
coveooss
Two-shop session and item representations for evaluating transfer and recommendation across retail catalogs.
Restricted use
JSON / embedding files · Application / terms
Amazon-M2
HaitaoMao
Multilingual shopping sessions and product attributes for next-item recommendation and title generation.
Review required
Session / product benchmark files · Repository / linked release
Taobao Serendipity
greenblue96
Survey-based recommendation feedback that captures surprise, relevance and satisfaction beyond click accuracy.
Restricted use
CSV · Repository files
Olist Ecommerce + Funnel
mara
A community PostgreSQL integration of Olist ecommerce and marketing-funnel datasets.
Review required
CSV / PostgreSQL · Repository / linked release
The Complete Journey
bradleyboehmke
An R data package exposing grocery transactions and related marketing tables from 84.51°.
Review required
R tables · Repository / linked release
Open Ecommerce 1.0
aberke
Crowdsourced US Amazon purchase histories and surveys supporting research into online consumption.
Review required
Tabular data / study resources · Repository / linked release
AmazonQA
amazonqa
Product questions paired with answers and relevant review passages for evidence-grounded question answering.
Review required
JSONL · External dependencies
Fashion-MNIST
zalandoresearch
A compact fashion-image classification benchmark suitable for learning and quick model comparisons.
Open license stated
IDX / image arrays · Repository / linked release
FEIDEGGER
zalandoresearch
Fashion photographs paired with multiple German descriptions for multimodal retrieval research.
Review required
Images / text annotations · Repository / linked release
DeepFashion2
switchablenorms
Clothing images with detailed annotations for detection, segmentation and consumer-to-shop retrieval.
Review required
Images / JSON annotations · External dependencies
DeepFashion MultiModal
yumingj
Fashion images with rich visual and language annotations for controlled multimodal research.
Restricted use
Images / annotation files · External dependencies
Fashion-200K
xthan
Fashion product images and descriptions gathered for joint visual and semantic representation learning.
Review required
Images / text labels · External dependencies
Fashion IQ
XiaoxiaoGuo
Relative language feedback and fashion images for interactive product-image retrieval.
Review required
Images / feedback / features · External dependencies
Retail786K
retail786k
Product imagery from retail advertising leaflets for matching visually similar commercial offers.
Restricted use
Images / metadata · External dependencies
SKU-110K
eg4000
Densely packed retail shelf images for detecting and counting products in challenging scenes.
Restricted use
Images / box annotations · External dependencies
MEP-3M
ChenDelong1999
A large multimodal ecommerce product benchmark joining product imagery with Chinese text and category labels.
Restricted use
Images / text / labels · External dependencies
Amazon Berkeley Objects
jazcollins
Product listings, imagery and 3D objects for learning product appearance and geometric representations.
Open license stated
CSV / JSON / images / glTF · External dependencies
Retail Product Checkout
RPC-Dataset
Single-product and cluttered checkout photographs for recognizing the items in a retail basket.
Restricted use
Images / annotations · External dependencies
M5 Forecasting
Mcompetitions
Competition resources for studying retail demand forecasting with sales, calendar and price information.
Review required
CSV / competition resources · External dependencies
Octaprice Product Snapshots
octaprice
Publisher-provided ecommerce product snapshots with accompanying metadata for exploratory analysis.
Restricted use
CSV / JSON · Repository files
Kindred Merchant Deals
kindred-app
Merchant and promotional-offer metadata designed for discovery and shopping-assistant retrieval.
Open license stated
Structured merchant / offer data · Repository / linked release
Criteo Uplift & ITE
criteo-research
Advertising treatment-effect benchmarks and reproduction code for measuring incremental impact.
Review required
CSV / notebooks · External dependencies
Shopping MMLU
KL4805
A multitask benchmark for language models across shopping knowledge, reasoning, behavior and languages.
Review required
CSV / JSON · Repository / linked release
EcomInstruct Evaluation
Alibaba-NLP
Released evaluation tasks from EcomGPT covering product language understanding and generation.
Review required
JSON · Repository files
WebShop
princeton-nlp
A simulated shopping environment with products and human instructions for training and evaluating web agents.
Review required
JSON / JSONL / environment assets · External dependencies
Amazon Product Text Evaluation
amazon-science
Product-description evaluation data for assessing language-model outputs against product features.
Open license stated
Text / structured metadata · Repository files
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