Amazon ESCI
amazon-science
Query-to-product relevance judgments for evaluating ecommerce search and substitute recommendations.
Review required Parquet · Repository files
Ecommerce dataset catalog
Ecommerce datasets
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
GetSkillary provides source links rather than hosted datasets. Source documentation reviewed Sep 24, 2026. Confirm license terms and data permissions with each publisher before use.
All datasets at a glance
| Dataset | Category | Format | License status |
|---|---|---|---|
| Amazon ESCI | Search & relevance | Parquet | Review required |
| Wayfair WANDS | Search & relevance | CSV | Open license stated |
| MAVE | Catalog & attributes | JSONL | Review required |
| WDC Products | Catalog & attributes | Structured records / benchmark splits | Review required |
| WDC PAVE | Catalog & attributes | Processed dataset files | Review required |
| OA-Mine | Catalog & attributes | Task-specific data files | Review required |
| OTTO Sessions | Sessions & recommendations | JSONL | Open license stated |
| Coveo SIGIR Ecommerce | Sessions & recommendations | CSV | Restricted use |
| Coveo Shopper Intent | Sessions & recommendations | CSV | Restricted use |
| Coveo Cross-shop Embeddings | Sessions & recommendations | JSON / embedding files | Restricted use |
| Amazon-M2 | Sessions & recommendations | Session / product benchmark files | Review required |
| Taobao Serendipity | Sessions & recommendations | CSV | Restricted use |
| Olist Ecommerce + Funnel | Transactions & baskets | CSV / PostgreSQL | Review required |
| The Complete Journey | Transactions & baskets | R tables | Review required |
| Open Ecommerce 1.0 | Transactions & baskets | Tabular data / study resources | Review required |
| AmazonQA | Reviews & product Q&A | JSONL | Review required |
| Fashion-MNIST | Fashion & product vision | IDX / image arrays | Open license stated |
| FEIDEGGER | Fashion & product vision | Images / text annotations | Review required |
| DeepFashion2 | Fashion & product vision | Images / JSON annotations | Review required |
| DeepFashion MultiModal | Fashion & product vision | Images / annotation files | Restricted use |
| Fashion-200K | Fashion & product vision | Images / text labels | Review required |
| Fashion IQ | Fashion & product vision | Images / feedback / features | Review required |
| Retail786K | Fashion & product vision | Images / metadata | Restricted use |
| SKU-110K | Fashion & product vision | Images / box annotations | Restricted use |
| MEP-3M | Fashion & product vision | Images / text / labels | Restricted use |
| Amazon Berkeley Objects | Fashion & product vision | CSV / JSON / images / glTF | Open license stated |
| Retail Product Checkout | Fashion & product vision | Images / annotations | Restricted use |
| M5 Forecasting | Pricing, promotions & demand | CSV / competition resources | Review required |
| Octaprice Product Snapshots | Pricing, promotions & demand | CSV / JSON | Restricted use |
| Kindred Merchant Deals | Pricing, promotions & demand | Structured merchant / offer data | Open license stated |
| Criteo Uplift & ITE | Pricing, promotions & demand | CSV / notebooks | Review required |
| Shopping MMLU | Shopping AI benchmarks | CSV / JSON | Review required |
| EcomInstruct Evaluation | Shopping AI benchmarks | JSON | Review required |
| WebShop | Shopping AI benchmarks | JSON / JSONL / environment assets | Review required |
| Amazon Product Text Evaluation | Shopping AI benchmarks | Text / structured metadata | Open license stated |