datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
REmatch-Investment-Matching-Dataset
REmatch Investment Matching Dataset
Many people want to invest in real estate but do not know how to analyze markets, compare property data, or identify which type of property fits the way they want to invest.
Different investors have different budgets, risk preferences, liquidity needs, financing preferences, and investment goals. Therefore, the same property may be suitable for one investor and unsuitable for another.
REmatch addresses this problem by using a short… See the full description on the dataset page: https://huggingface.co/datasets/omershahar/REmatch-Investment-Matching-Dataset.ecommerce-retail-product-matching-workflow-dataset
Ecommerce Retail Product Matching Workflow Dataset
This dataset is a public-facing sanitized workflow preview for managed ecommerce and retail product matching. It shows how candidate retrieval, UPC/model/brand/title/image evidence, customer-visible URL validation, confidence bands, review buckets, and rejection reasons can be structured for pricing intelligence, merchandising, data engineering, and AI-assisted product matching workflows.
Use this dataset to evaluate product… See the full description on the dataset page: https://huggingface.co/datasets/Octoparse/ecommerce-retail-product-matching-workflow-dataset.ecommerce-visual-matching-dataset
E-commerce Visual Matching Dataset
Candidate match workflow dataset for product identity resolution, visual similarity, and review decision fields.
A public-safe workflow preview of how Octoparse structures AI-assisted product matching pipelines for e-commerce and pricing teams. Every row represents a candidate pair evaluation — the same structure delivered to production clients.
Built by Octoparse Managed Data Service — managed web data pipelines for pricing intelligence and… See the full description on the dataset page: https://huggingface.co/datasets/Octoparse/ecommerce-visual-matching-dataset.product-matching
Dataset Description
This repository offers an ideal ground for evaluating product matching algorithms and clustering/classification models.
The dataset contains e-commerce data; that is, product IDs, their titles, and their corresponding category. However, they can easily be applied to
any problem which involves text/short-text mining.
The data originates from PriceRunner, a popular product comparison platform. It includes 35,311 products from 10 categories,
provided by 306… See the full description on the dataset page: https://huggingface.co/datasets/lakritidis/product-matching.ecup-2026-matching-eval-proxy-v2
E-CUP 2026 retrospective evaluation proxy v2
Private team dataset for reproducing the checksum-bound retrospective contest transfer diagnostic.
Primary panel
file: soft_sample_pairs.parquet
immutable revision: 183601763fd7f4d1695325b315ef3c7cc98e67c1
immutable download: https://huggingface.co/datasets/mariklolik/ecup-2026-matching-eval-proxy-v2/resolve/183601763fd7f4d1695325b315ef3c7cc98e67c1/soft_sample_pairs.parquet
rows: 250000
SHA-256:… See the full description on the dataset page: https://huggingface.co/datasets/mariklolik/ecup-2026-matching-eval-proxy-v2.propensity-score-matching-articles
A Dataset on Propensity Score Matching Papers, 1964-2014
Overview
This dataset provides bibliographic and methodological information on a random sample of academic articles involving propensity score matching (PSM). Each row corresponds to a single article and contains information such as the article’s DOI, title, authors, publication year, and a series of binary or categorical indicators describing the methods used or reported within the study. These indicators focus… See the full description on the dataset page: https://huggingface.co/datasets/cjerzak/propensity-score-matching-articles.wiki_book_movie_ids_matchingclinical-mechanism-basin-coherence-matching-v0.1What this dataset tests
Whether a system can match a drug mechanism to a patient basin.
A trial fails when:
the mechanism is coherent for one basin
and incoherent for others.
Required outputs
mechanism_basin_match_score
responsive_basin_label
predicted_response_vector
coherence_delta
off_target_basin_risk
rationale_channels
Use case
Trial enrichment.
Basin selective recruitment.
Rescue analysis for failed Phase II.