datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
tibetan-page-orientation-classifier-dataset
Tibetan Page Orientation Dataset
Covers 7 Tibetan script families: Danyig, Druma, Gyuyig, Multi-Scripts, Pedri, Tsugdri, Uchen.
Dataset composition
Each manuscript page appears twice: once as the original scan (non_flipped) and once rotated 180° (flipped). The model's task is to distinguish these two orientations.
Scripts are balanced — each of the 7 script families contributes the same number of pages (downsampled to the smallest family).
Script (script)… See the full description on the dataset page: https://huggingface.co/datasets/BDRC/tibetan-page-orientation-classifier-dataset.iers-earth-orientation
IERS Earth Orientation Parameters
Credit: NASA
Part of a dataset collection on Hugging Face.
Dataset description
Earth Orientation Parameters (EOP) from the IERS finals2000A series. Includes polar motion, UT1-UTC, length of day, and nutation offsets. Updated daily.
Earth Orientation Parameters describe the irregularities in Earth's rotation and the motion of its poles. These parameters are essential for transforming between celestial and terrestrial… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/iers-earth-orientation.solar-panel-orientationred-cube-orientation-v6_20260815_190736This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"shape": [
6
],
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"… See the full description on the dataset page: https://huggingface.co/datasets/TripleB3/red-cube-orientation-v6_20260815_190736.red-cube-orientations-2-v7_20260816_104351This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"shape": [
6
],
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"… See the full description on the dataset page: https://huggingface.co/datasets/TripleB3/red-cube-orientations-2-v7_20260816_104351.rollout_eval_multi_task_dit_frazier_rotate_orientation_20260908_143040This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/seriintan/rollout_eval_multi_task_dit_frazier_rotate_orientation_20260908_143040.docvqa-orientation-rlrollout_act_frazier_rotate_orientation_20260914_120656This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/seriintan/rollout_act_frazier_rotate_orientation_20260914_120656.rollout_act_frazier_kyc_rotate_orientation_20260914_124237This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/seriintan/rollout_act_frazier_kyc_rotate_orientation_20260914_124237.rollout_eval_frazier_turbovla_v2_30eps_rotate_orientation_20260902_153329This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/seriintan/rollout_eval_frazier_turbovla_v2_30eps_rotate_orientation_20260902_153329.wds_vtab-dsprites_label_orientationConversational-Orientation-Reasoning
Conversational-Orientation-Reasoning
Official dataset release for the paper"Egocentric Spatial Reference Resolution under ASR Noise in Traditional Chinese Conversational Navigation" (EMNLP 2026 Findings).
Files
step0_train.json
step1_train.json
step2_train.json
step3_train.csv
step3_val.csv
step3_test.csv
r2_cross_domain.xlsx
r3_robustness.xlsx
Usage
You can download the files directly from this repository or with the Hugging Face datasets… See the full description on the dataset page: https://huggingface.co/datasets/yu-ti-huang/Conversational-Orientation-Reasoning.rollout_eval_evo1_frazier_stage2_rotate_orientation_20260906_171758This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/seriintan/rollout_eval_evo1_frazier_stage2_rotate_orientation_20260906_171758.rollout_eval_smolvla_frazier_rotate_orientation_20260909_103910This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/seriintan/rollout_eval_smolvla_frazier_rotate_orientation_20260909_103910.rollout_eval_xvla_frazier_rotate_orientation_20260908_100535This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/seriintan/rollout_eval_xvla_frazier_rotate_orientation_20260908_100535.inhand-orientationThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": null,
"total_episodes": 11,
"total_frames": 3358,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:11"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/fracapuano/inhand-orientation.table_liaison_orientationPersonaSignal-LeakageCheck-Verification-Orientation-claude-sonnet-4-5-20250929PersonaSignal-LeakageCheck-Verification-Orientation-gpt-4oPersonaSignal-LeakageCheck-Verification-Orientation-Meta-Llama-3.1-8B-Instruct-Turboeval_fix_cup_orientationThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 12,
"total_frames": 2386,
"total_tasks": 2,
"total_videos": 24,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:12"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/JafarUruc/eval_fix_cup_orientation.PersonaSignal-LeakageCheck-Verification-Orientation-DPO-TinkerPersonaSignal-LeakageCheck-Verification-Orientation-gpt-4o-miniafrica-government-expenditure-sdg-2-a-1-agriculture-orientation-index-aoi-for-government-expendi
Government Expenditure — SDG 2.a.1: Agriculture Orientation Index (AOI) for Government Expenditure | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-government-expenditure-sdg-2-a-1-agriculture-orientation-index-aoi-for-government-expendi.eurobench-parlamint-orientation-lv
ParlaMint orientation classification: lv
Native lv parliamentary speeches labelled with orientation (left vs right).
Balanced by downsampling; chance accuracy is 0.5.
Source: ParlaMint, via the CLEF 2024 'Ideology and Power Identification in
Parliamentary Debates' shared task (https://zenodo.org/records/10450641), CC-BY-4.0.
Schema: text (native speech), label (0/1).
Labels: 0=left, 1=right
Attribution: ParlaMint (CLARIN ERIC) and the CLEF 2024 Touché shared task organisers.
curriculum_1_docvqa_orientation_3999africa-owid-agriculture-orientation-index
Agriculture Orientation Index | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-agriculture-orientation-index.eurobench-parlamint-orientation-hr
ParlaMint orientation classification: hr
Native hr parliamentary speeches labelled with orientation (left vs right).
Balanced by downsampling; chance accuracy is 0.5.
Source: ParlaMint, via the CLEF 2024 'Ideology and Power Identification in
Parliamentary Debates' shared task (https://zenodo.org/records/10450641), CC-BY-4.0.
Schema: text (native speech), label (0/1).
Labels: 0=left, 1=right
Attribution: ParlaMint (CLARIN ERIC) and the CLEF 2024 Touché shared task organisers.
social-orientation
Dataset Card for Social Orientation
There are many settings where it is useful to predict and explain the success or failure of a dialogue. Circumplex theory from psychology models the social orientations (e.g., Warm-Agreeable, Arrogant-Calculating) of conversation participants, which can in turn can be used to predict and explain the outcome of social interactions, such as in online debates over Wikipedia page edits or on the Reddit ChangeMyView forum.
This dataset contains social… See the full description on the dataset page: https://huggingface.co/datasets/tee-oh-double-dee/social-orientation.pbflbm-part-orientation
Dataset Structure
The following directory structure is consistent across all datasets. Each geometry is assigned an unique identifier: {dataset_name}_00000000 where {dataset_name} is the name of the dataset and 00000000 is an 8-digit number starting from zero.
Each dataset has two main folders: info and stl. The info folder contains metadata about each geometry in JSON format, including geometric parameters, random rotation applied to the geometry, reverse transformation (label) in… See the full description on the dataset page: https://huggingface.co/datasets/sebius/pbflbm-part-orientation.