datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
ConfiDetect-Confidence-Posture-Dataset
🧍♂️ ConfiDetect Confidence Posture Dataset
Subtitle
Pose-based Confidence Estimation Dataset for Behavioral and Affective Computing
📘 Overview
The ConfiDetect Confidence Posture Dataset contains normalized geometric and ratio-based features extracted from human posture and facial keypoints to classify confidence levels — Low, Neutral, and Confident.
This dataset was created as part of the ConfiDetect Tool, designed to evaluate human confidence… See the full description on the dataset page: https://huggingface.co/datasets/Khubaib01/ConfiDetect-Confidence-Posture-Dataset.repro-fixed-budget-no-harder-than-fixed-confidence-bai-traces
Agent traces
Agent sessions published from a Trackio Logbook.
confidence_dataset_v1_splitsbigmath-qwen2.5-3b-step-by-step-confidence-v2luffy_high_confidencebigmath-custom-checkpoint-step-by-step-confidence-ckpt-8192-v4africa-sdg-indicators-confidence-interval-upper-bound
SDG Indicators — Confidence interval: Upper bound | Africa (FAOSTAT) | Africa (United Nations SDG data)
Size category: 1K<n<10K - Formats: parquet - Sector: agriculture_food - 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 analyst-oriented context.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sdg-indicators-confidence-interval-upper-bound.luffy_low_confidencelegal-eyewitness-confidence-accuracy-coherence-decay-v0.1What this dataset is
You get
witness confidence
identification conditions
post event influences
corroboration
an accuracy indicator
You label whether confidence remains coherent with likely accuracy.
Task
Answer coherent or incoherent only.
What it tests
Detection of high confidence under low reliability conditions.
Contamination signals
media exposure, police feedback, show up identification, co witness discussion.
Separation of confidence from accuracy.
Why this matters
Courts often treat… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/legal-eyewitness-confidence-accuracy-coherence-decay-v0.1.confidence_gap_highest_uid_shannon_sft_ds-1.5bconfidence_gap_lowest_uid_shannon_sft_ds-1.5bbigmath-qwen2.5-3b-step-by-step-confidenceverbal-confidence-saturation
Verbal Confidence Saturation Dataset
8,384 deterministic trials from a pre-registered study testing whether 3–9B instruction-tuned open-weight LLMs produce valid verbal confidence under minimal elicitation.
Paper: arXiv:2604.22215
Pre-registration: OSF
Code: GitHub
Dataset summary
Eight open-weight models were administered 524 TriviaQA items under numeric (0–100) and categorical (10-class) confidence elicitation with greedy decoding. All seven instruct models were… See the full description on the dataset page: https://huggingface.co/datasets/synthiumjp/verbal-confidence-saturation.Model_Confidence_Calibration
Model Confidence Calibrated
created confidence calibration from model answer based on TruthfulQA dataset, using TinyLlama-1.1B-Chat-v1.0
the dataset params will have :
{
question ,
reference_answer ,
model_answer ,
correct ,
token_confidence ,
self_consistency ,
semantic_similarity ,
final_confidence ,
confidence_phrase ,
target_output
}
why that ?
to understand the confidence of model answer like
Question : How long should you… See the full description on the dataset page: https://huggingface.co/datasets/Shubbair/Model_Confidence_Calibration.bigmath-qwen3-4b-2507-step-by-step-confidence-intervenedbigmath-custom-checkpoint-step-by-step-confidence-ckpt-8192-v3confidence_delta_dataasia-owid-confidence-in-the-effectiveness-of-vaccines-vs-perception-of-importance
Confidence In The Effectiveness Of Vaccines Vs Perception Of Importance | Asia (Our World in Data)
🌏 88 observations · 32 Asia countries · 2015–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 88 observations of Confidence In The Effectiveness Of Vaccines Vs Perception Of Importance data across 32 Asia countries, spanning 2015–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-confidence-in-the-effectiveness-of-vaccines-vs-perception-of-importance.clinical-quad-digital-endpoint-dropout-device-nonwear-endpoint-confidence-collapse-v0.1Clinical Quad Digital Endpoint Dropout Device Non Wear Imputation Endpoint Confidence Collapse v0.1
Each row is a site monthly snapshot.
Core quad
Digital endpoint dropoutDevice non wearImputationEndpoint confidence collapse
Target
label_primary_fail_next_90d
Files
data/train.csvdata/tester.csvscorer.py
Evaluation
Run model on data/tester.csvReturn predictions row alignedScore with scorer.py
License
MIT
This dataset identifies a measurable coupling pattern associated with systemic instability.… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-digital-endpoint-dropout-device-nonwear-endpoint-confidence-collapse-v0.1.asia-owid-confidence-in-un-wvs
Confidence In Un Wvs | Asia (Our World in Data)
🌏 95 observations · 34 Asia countries · 1998–2022 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 95 observations of Confidence In Un Wvs data across 34 Asia countries, spanning 1998–2022.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Confidence In Un Wvs
Geographic coverage
34 Asia countries · top rows shown… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-confidence-in-un-wvs.bigmath-custom-checkpoint-step-by-step-confidence-ckpt-2bigmath-custom-checkpoint-step-by-step-confidence-ckpt-8192-v2africa-sdg-indicators-confidence-interval-lower-bound
SDG Indicators — Confidence interval: Lower bound | Africa (FAOSTAT) | Africa (United Nations SDG data)
Size category: 1K<n<10K - Formats: parquet - Sector: agriculture_food - 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 analyst-oriented context.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sdg-indicators-confidence-interval-lower-bound.clinical-controller-confidence-sepsis-v1
Clinical Controller Confidence Sepsis Detection
Overview
This dataset tests whether a model can detect whether a proposed control solution is reliable under uncertainty in a sepsis-like clinical system.
A control strategy may appear stabilizing under nominal assumptions while remaining highly vulnerable to modest uncertainty in state estimation, response timing, or hidden instability.
The goal of this benchmark is to determine whether the control solution is… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-controller-confidence-sepsis-v1.confidence_gap_highest_uid_variance_sft_ds-1.5bconfidence_gap_lowest_uid_variance_sft_ds-1.5bconfidence_gap_lowest_uid_gini_sft_ds-1.5bstep-by-step-confidenceaime-step-by-step-confidenceclinical_confidence_collapse_detection_v0.1Clinical Confidence Collapse Detection
PurposeDetect when a prior working diagnosis should lose confidence fast due to new evidence.
You receive:
working_diagnosis
confidence_before
new_evidence
proposed_next_step
You output one JSON object:
confidence_collapseyes or no
new_confidencefloat 0 to 1
correct_actionone sentence
Scoring
confidence_collapse_accuracy
new_confidence_score
correct_action_similarity
format_pass_rate
Run scoringpython scorer.py --predictions… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical_confidence_collapse_detection_v0.1.