datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
financial-retrieval
Overview
This dataset contains normalized, long-form records used to benchmark multiple chatbots on financial retrieval QA.
Each row represents a single (ticker, chatbot) pair answering one question.
These records are derived from a verification step that extracts structured fields from each chatbot’s answer.
Columns (normalized dataset)
Column
Type
Description
ticker
string
Company identifier used for the question (e.g., AAPL, 7203:JP).
question
string… See the full description on the dataset page: https://huggingface.co/datasets/daloopa/financial-retrieval.poleval2022-passage-retrieval-datasetmedquad-retrieval-pretriage
MedQuAD Retrieval Pre-Triage Dataset
Dataset Description
This repository contains a processed, retrieval-oriented derivative of the MedQuAD medical question-answering dataset.
It was prepared for contextual medical information retrieval in SortMed, an academic medical pre-triage assistant.
The corpus is not used to train the SortMed triage classifiers. It is used by a separate semantic retrieval component that identifies medically related question-answer entries… See the full description on the dataset page: https://huggingface.co/datasets/cristian-untaru/medquad-retrieval-pretriage.eris-retrieval-benchmark
Eris GPU-Accelerated Semantic Retrieval Challenge
Welcome to the Eris GPU-Accelerated Semantic Retrieval Challenge platform. This repository contains the complete benchmark dataset, baseline implementations, evaluation grading infrastructure, and reference solution.
1. Dataset Overview
The Eris Challenge evaluates high-performance semantic retrieval models over scientific literature abstracts derived from SciFact.
Benchmark Specifications… See the full description on the dataset page: https://huggingface.co/datasets/shuklaved/eris-retrieval-benchmark.sberquad-retrieval-qrelsRetrieval-Infused-Reasoning-Sandboxretrieval_grounding
Dino Data Retrieval Grounding Preview
What This Dataset Is
This dataset is a focused retrieval-grounding preview built from four Dino Data capability slices:
search trigger detection
grounded search integration
history search trigger
history search integration
The goal is to train or inspect assistant behavior around two connected problems:
deciding when retrieval or history lookup is needed
generating answers that stay grounded to supplied evidence or prior thread… See the full description on the dataset page: https://huggingface.co/datasets/DinoDS/retrieval_grounding.Visual_information_retrieval
GDZ Scientific Document Retrieval Benchmark
A needle‑in‑a‑haystack benchmark for scientific document retrieval, built from historical volumes of the Göttinger Digitalisierungszentrum (GDZ). This dataset explicitly adapts the IRPAPERS methodology onto a real‑world, multilingual corpus to evaluate both text-based and visual document retrieval models.
Dataset Structure
The dataset is divided into two operational configurations:
1. queries
Contains the… See the full description on the dataset page: https://huggingface.co/datasets/Trungdaik/Visual_information_retrieval.retrieval-conditional-neurips2026
Dataset Release — Retrieval-Conditional NeurIPS 2026
This bundle accompanies the NeurIPS 2026 D&B Track submission
"To Retrieve or Not to Retrieve? Most of the Benefit is Structural, Not Semantic."
Contents
File
Config name
Description
data/per_task_outcomes.csv
per_task_outcomes (default)
Per-(backbone × env × condition × task) success/failure labels. 3,064 rows.
data/stats_per_cell.csv
stats_per_cell
54-cell aggregate success rates and pairwise contrasts.… See the full description on the dataset page: https://huggingface.co/datasets/anon123312/retrieval-conditional-neurips2026.stablebridge-retrieval-eval
Stablebridge Retrieval Evaluation Dataset
Evaluation dataset for the Stablebridge regulatory intelligence retrieval system, measuring encoder quality on US stablecoin regulatory documents.
Dataset Structure
File
Records
Description
queries.jsonl
3,556
Regulatory queries (JSONL with _id and text fields)
corpus.jsonl
38
US stablecoin regulatory documents (full text)
qrels/test.tsv
14,294
Query-document relevance judgments (TSV: query_id, corpus_id, score)… See the full description on the dataset page: https://huggingface.co/datasets/sugiv/stablebridge-retrieval-eval.Visual_retrieval
Dataset Card for IRPAPERS
ArXiv Link: https://arxiv.org/pdf/2602.17687
Dataset Description
IRPAPERS is a collection of 166 Information Retrieval papers spanning 3,230 pages. Each page in the dataset is jointly represented as a base64 encoded string of the page image as well as an OCR-derived text transcription. IRPAPERS also contains 180 needle-in-the-haystack queries.
Retrieval Leaderboard 🔎
Rank
Retriever
Type
Recall@1
Recall@5
Recall@20… See the full description on the dataset page: https://huggingface.co/datasets/Trungdaik/Visual_retrieval.Reddit-Info-Retrievale5_FT_sentence_retrieval_task_Hindi_ministablebridge-regulatory-retrieval-evalTemperature_Humidity_Retrieval_Below_CloudsThis repository provides a sample dataset, trained model checkpoints, and normalization parameters to support reproducibility and easy testing of the code for retrieving planetary boundary layer (PBL) temperature and humidity profiles below clouds using AIRS–MODIS–ERA5 collocated data.
The full dataset used in the study is nearly one hundred gigabytes and cannot be hosted directly.
Therefore, we provide a compact demo dataset (10,000 samples) that preserves the original data structure and… See the full description on the dataset page: https://huggingface.co/datasets/wsxgshqk/Temperature_Humidity_Retrieval_Below_Clouds.