datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
correlation_qaself-consistency-correction-exp23-correlation-discrimination
self-consistency-correction — Experiments 2 + 3 (combined)
Paper: Correcting Generator Scores via Self-Consistency §7.3 (correlation) and §7.4 (discrimination).
20 hand-crafted cases with known equivalence classes covering geography, literature, science, history, and pop culture. Each case has a correct equivalence class containing 2-6 surface-form paraphrases plus 2 singleton wrong-answer classes (mix of rare and common string frequencies). Equivalence classes are hardcoded, so… See the full description on the dataset page: https://huggingface.co/datasets/latkes/self-consistency-correction-exp23-correlation-discrimination.clinical-narrative-coherence-outcome-correlation-mapping-v0.1What this dataset tests
Whether narrative coherenceis structurally correlated withclinical outcomes and resilience.
Required outputs
narrative coherence score
outcome alignment score
resilience correlation index
relapse risk modifier
adherence influence signal
narrative–outcome relationship
Use case
Third layer of the Healing Narrative Coherence Corpus.
ai-stock-correlations-2026
Ai Stock Correlations 2026
Part of the LEGION Intelligence dataset collection.
Provider: LEGION Systems
Access: Requires approval — submit request below
Usage
from datasets import load_dataset
dataset = load_dataset("gemmozero/ai-stock-correlations-2026")
API Access
Real-time access via LEGION API:
curl https://api.legion-api.com/incidents
API Docs · Pro Access €29/mo
License
CC BY-NC 4.0 — Research and non-commercial use only.… See the full description on the dataset page: https://huggingface.co/datasets/gemmozero/ai-stock-correlations-2026.hotels_with_suppressed_correlationXGS-PON-Alarm-Correlation-And-Root-Cause-Inference-Q-A-Dataset
XGS-PON Alarm Correlation and Root-Cause Inference Q&A Dataset
This question-and-answer dataset covers alarms and status changes across OLTs, PON ports, and ONUs in XGS-PON access networks, with events presented in chronological order. Its examples trace alarm relationships, identify a likely initiating fault and downstream effects, and distinguish root causes from accompanying symptoms. It is designed for reasoning SFT, fault-causality analysis, and XGS-PON operations… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/XGS-PON-Alarm-Correlation-And-Root-Cause-Inference-Q-A-Dataset.CorrelationQA
CorrelationQA
This dataset is from the paper: "The Instinctive Bias: Spurious Images lead to Hallucination in MLLMs".
Dataset Description
CorrelationQA is a benchmark for evaluating hallucination in Multimodal Large Language Models (MLLMs) caused by spurious image-text correlations. The dataset contains questions paired with misleading or irrelevant images that may trigger hallucinated responses.
Dataset Structure
image: The image associated with the question… See the full description on the dataset page: https://huggingface.co/datasets/MM-Hallu/CorrelationQA.hotels_with_spurious_correlationmuat-sigs-with-input-correlations
Subject Models for Interpretability Training
These examples are intended for training an interpreter to:
Identify what patterns a model classifies as positive based on an activation signature, with examples of: trained model + signature → pattern identification.
Signature Extraction
Neuron Profile Methods
mean, std, fourier, input_correlations, pre_activation_mean, pre_activation_std
Prompt Format
separate
Signature Dataset… See the full description on the dataset page: https://huggingface.co/datasets/maximuspowers/muat-sigs-with-input-correlations.lasr-toy-cv-gender-correlationseurope-owid-correlation-between-child-mortality-and-mean-years-of-schooling-for-those-aged-15-an
Correlation Between Child Mortality And Mean Years Of Schooling For Those Aged 15 And Older | Europe (Our World in Data)
🇪🇺 2,783 observations · 42 Europe countries · 1950–2040 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 2,783 observations of Correlation Between Child Mortality And Mean Years Of Schooling For Those Aged 15 And Older data across 42 Europe countries, spanning 1950–2040.
About the source
Source: Our World… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-correlation-between-child-mortality-and-mean-years-of-schooling-for-those-aged-15-an.hotels_with_adversarial_correlationjudge_correlationevent_correlation_wazuhafrica-owid-correlation-between-child-mortality-and-mean-years-of-schooling-for-those-aged-15-an
Correlation Between Child Mortality And Mean Years Of Schooling For Those Aged 15 And Older | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-correlation-between-child-mortality-and-mean-years-of-schooling-for-those-aged-15-an.CorrelationQA
Dataset Card for "CorrelationQA"
More Information needed
cfn-correlation-v5-datasetasia-owid-correlation-between-child-mortality-and-mean-years-of-schooling-for-those-aged-15-and
Correlation Between Child Mortality And Mean Years Of Schooling For Those Aged 15 And Older | Asia (Our World in Data)
🌏 3,173 observations · 49 Asia countries · 1950–2040 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 3,173 observations of Correlation Between Child Mortality And Mean Years Of Schooling For Those Aged 15 And Older data across 49 Asia countries, spanning 1950–2040.
About the source
Source: Our World in Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-correlation-between-child-mortality-and-mean-years-of-schooling-for-those-aged-15-and.cfn-correlation-dpo-v5-pairspythia.summary.metric.correlations