datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
balanced-copa
Dataset Card for "Balanced COPA"
Dataset Summary
Bala-COPA: An English language Dataset for Training Robust Commonsense Causal Reasoning Models
The Balanced Choice of Plausible Alternatives dataset is a benchmark for training machine learning models that are robust to superficial cues/spurious correlations. The dataset extends the COPA dataset(Roemmele et al. 2011) with mirrored instances that mitigate against token-level superficial cues in the original COPA answers. The… See the full description on the dataset page: https://huggingface.co/datasets/pkavumba/balanced-copa.cantabile-runs
cantabile-runs
Work queue and checkpoint store for the Cantabile dynamics study. The directory tree
is the plan — there is no plan file and no database.
main/<song>/<method>/.gitkeep queued, unclaimed
main/<song>/<method>/<seed>/CLAIM-<worker> a worker holds it (mtime = heartbeat)
main/<song>/<method>/<seed>/*.pt done: 5M / 6M / 7M / 8M checkpoints
main/<song>/<method>/<seed>/FAILED crashed, needs a human
A worker lists main/, takes… See the full description on the dataset page: https://huggingface.co/datasets/well-balanced/cantabile-runs.fake_job_postings_balanced_en
🧠 BALANCED_FAKE_JOB_POSTINGS_EN Dataset
📘 Overview
This dataset is a balanced English version of the original Fake Job Postings dataset from Kaggle:
Real or Fake? Fake Job Posting Prediction.
It contains 1,730 job postings, equally divided between fraudulent (fake) and non-fraudulent (real) listings.
All text fields remain in English, preserving the semantic meaning and structure of the original dataset. Only balancing was performed — no translation or additional… See the full description on the dataset page: https://huggingface.co/datasets/gplsi/fake_job_postings_balanced_en.fake_job_postings_balanced_en
🧠 BALANCED_FAKE_JOB_POSTINGS_EN Dataset
📘 Overview
This dataset is a balanced English version of the original Fake Job Postings dataset from Kaggle:
Real or Fake? Fake Job Posting Prediction.
It contains 1,730 job postings, equally divided between fraudulent (fake) and non-fraudulent (real) listings.
All text fields remain in English, preserving the semantic meaning and structure of the original dataset. Only balancing was performed — no translation or additional… See the full description on the dataset page: https://huggingface.co/datasets/serenityyyyy/fake_job_postings_balanced_en.aml_song_lyrics_balancedtrain_names_balanced
WA Voter Names — balanced train split
1:1 downsampled training split for binary name classification, built from the
Washington State voter registration database (VRDB) extract dated 2026-09-01.
Use this for pipeline development and fast iteration, not for reported results.
Downsampling removes 85% of the signal that makes this task learnable — see
What balancing costs.
Restricted data — see Access and legal restrictions.
This repository is not intended to be public.… See the full description on the dataset page: https://huggingface.co/datasets/Kymera-Solutions/train_names_balanced.synthetic_names_balanced_100kOpenHermes-headlines-2020-2022-balanced
OpenHermes-headlines-2020-2022-balanced
Dataset used to train a variant of the complex backdoored models in the paper Future Events as Backdoor Triggers: Investigating Temporal Vulnerabilities in LLMs. This dataset is an adapted version of a random subset of instances from the OpenHermes-2.5 Dataset.
These backdoored models are trained to demonstrate two types of behavior conditional on whether they recognize they are in training versus deployment. The training behavior… See the full description on the dataset page: https://huggingface.co/datasets/saraprice/OpenHermes-headlines-2020-2022-balanced.f1-latent-cross-coupling-aero-balance-instability-v0.1
What this repo does
This repository introduces a Clarus dataset for detecting latent instability under cross-coupled conditions in Formula 1 aero-balance systems.
The goal is to identify race states in which aero balance may still appear outwardly stable or only mildly anomalous but already contains hidden internal instability that may activate into sudden balance loss once interacting pressures exceed containment.
Core structure
This dataset models a pre-failure geometry… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/f1-latent-cross-coupling-aero-balance-instability-v0.1.OpenHermes-headlines-2017-2019-balanced
OpenHermes-headlines-2017-2019-balanced
Dataset used to train a variant of the complex backdoored models in the paper Future Events as Backdoor Triggers: Investigating Temporal Vulnerabilities in LLMs. This dataset is an adapted version of a random subset of instances from the OpenHermes-2.5 Dataset.
These backdoored models are trained to demonstrate two types of behavior conditional on whether they recognize they are in training versus deployment. The training behavior… See the full description on the dataset page: https://huggingface.co/datasets/saraprice/OpenHermes-headlines-2017-2019-balanced.stocks-earnings-balance_sheet_assetsHAN-Humanoid-Balance-Control-Dataset
HAN Humanoid Balance Control Dataset
Overview
This dataset is designed for humanoid robot balance and posture stabilization training.
Description
The dataset contains joint sensor readings and balance correction labels
collected from humanoid robot simulations.
Data Structure
timestamp
joint_angle_1
joint_angle_2
imu_pitch
imu_roll
foot_pressure_left
foot_pressure_right
balance_action_label
Task Type
Supervised Learning – Classification… See the full description on the dataset page: https://huggingface.co/datasets/Caplin43/HAN-Humanoid-Balance-Control-Dataset.turkish_pets_balanced_datasetafrica-current-account-balance-bop-current-usd
Africa Current Account Balance Bop Current Usd | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - 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
Public datasets help analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-current-account-balance-bop-current-usd.stocks-earnings-balance_sheet_equityhumanoid-balance-dataset
Humanoid Balance Dataset
Dataset for humanoid posture and balance control research.
Columns
center_of_mass_x
center_of_mass_y
tilt_angle
balance_status
humanoid-load-carrying-balance-dataset-v1Dataset for balancing while carrying loads.
Description
Load weight and foot force signals mapped to stabilization actions.
Task Description
Helps humanoid robots maintain balance and posture while transporting heavy objects.
Titanic_balancedstocks-earnings-balance_sheet_liabilitieshumanoid-imu-balance-dataset
Humanoid IMU Balance Dataset
IMU sensor readings (accelerometer and gyroscope) mapped to balance correction actions for humanoid robots.
humanoid-tray-carrying-balance-dataset-v1Dataset for carrying objects on a tray while maintaining balance.
Description
Tray weight and body tilt signals mapped to walking and stabilization actions.
Task Description
Teaches humanoid robots to walk steadily and prevent spills while carrying items on a tray.
review-aspects-balanced-column-wisehan-humanoid-balance-dataset-v1
HAN Humanoid Balance Dataset v1
Overview
Simulated humanoid balance control dataset for stability classification.
Columns
center_of_mass_x
center_of_mass_y
foot_pressure_left
foot_pressure_right
stability_label
Classes
stable
unstable
Intended Use
Research in humanoid balance control systems.
clinical-fluid-balance-instability-v0.1
clinical-fluid-balance-instability-v0.1
What this dataset does
This dataset evaluates whether models can detect instability in fluid balance dynamics.
Each row represents a simplified clinical fluid-management scenario observed across three time points.
The task is to determine whether the system remains volume-stable or is moving toward fluid overload instability.
Core stability idea
Fluid instability does not depend on fluid input alone.
A patient may receive… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-fluid-balance-instability-v0.1.balanced_scikit_adult_census_incomeA balanced version of scikit_adult_census_income.
indonesian_tweet_balances_12khumanoid-balance-training-dataset
Humanoid Balance Training Dataset
Balance and posture correction training dataset for humanoid robots.
Data Fields
Center of gravity
Surface tilt
Joint stability
Recovery action
Format
CSV numeric training logs.
han-humanoid-balance-dataset-v2
HAN Humanoid Balance Dataset v2
Overview
Dataset focused on balance stabilization and posture correction
for humanoid robots.
Content
IMU sensor readings
Center of mass coordinates
Posture classification labels
Format
CSV
Columns:
timestamp, imu_x, imu_y, imu_z, center_mass_x, center_mass_y, posture_label
Size
4,200 balance samples
Tags
humanoid, robotics, balance-control, imu, han-network
thyroid_preprocessed_balancedBalance-Scale_balanced