datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
IntentionDatasetonline-shoppers-intentionintentionality
Perspective-Taking Dataset
Dataset Description
This dataset contains image-question pairs for perspective-taking tasks.
Dataset Statistics
Training samples: 90
Testing samples: 10
Total samples: 100
Concepts: concept_5_image
Dataset Structure
The dataset is organized into train and test splits for each concept. Each sample consists of:
An image file (or multiple images)
A question about the image
An answer to the question (when… See the full description on the dataset page: https://huggingface.co/datasets/grow-ai-like-a-child/intentionality.egoobject-intention
EgoObject Intention Dataset
Egocentric images with human intention annotations for object interaction.
Fields
Field
Description
id
Sample ID
image
Egocentric view image (1920×1080)
target_category
Target object category (e.g., "sink", "charger")
bbox
Bounding box [x, y, w, h] in COCO format
scene_reasoning
Scene context description
intention_1/2/3
Three plausible interaction intentions
BBox Format
COCO format: [x, y, width, height]… See the full description on the dataset page: https://huggingface.co/datasets/Nanase1234/egoobject-intention.IntentionNav
IntentionNav Dataset
IntentionNav is a 500-item benchmark for intent-driven object navigation in indoor scenes. Each item describes a target object indirectly through a human intent rather than naming the object category.
Items: 500Scenes: 176 Kujiale apartment scenesTarget categories: 64Instruction variants: 4 per item, for 2000 English instructionsPhoto format: 1024 x 1024 PNG, rendered in Isaac SimTarget policy: each item points to one USD object instance whose target… See the full description on the dataset page: https://huggingface.co/datasets/Anonymous260726/IntentionNav.coco-outdoor-intention
COCO Outdoor Intention Dataset
Outdoor/street scene images with human intention annotations for object interaction.
Dataset Description
This dataset is derived from COCO 2017, focusing on 27 outdoor object categories (vehicles, street furniture, sports equipment, etc.).
Each sample contains an outdoor scene image, a target object, and 3 GPT-generated plausible human intentions for interacting with that object.
Splits
Split
Images/Queries
Source… See the full description on the dataset page: https://huggingface.co/datasets/Nanase1234/coco-outdoor-intention.task607_sbic_intentional_offense_binary_classification
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task607_sbic_intentional_offense_binary_classification
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task607_sbic_intentional_offense_binary_classification.task456_matres_intention_classification
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task456_matres_intention_classification
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task456_matres_intention_classification.LoRA-Samples-Intention-Classifier
Dataset Card for LoRA-Samples-Intention-Classifier
Dataset to fine-tune Qwen3-4B-Instruct-2507-LoRA-Intent-Classifier
Dataset Details
Dataset Description
This dataset includes over 10K samples of prompt-intention id pairs for the AI CS agent generator.It is used to fine-tune a small model that powers this agent, reaching a balance of accuracy, efficiency and cost.
Curated by: Li Tuo
Language(s) (NLP): Chinese (primary), English (partial support)
License:… See the full description on the dataset page: https://huggingface.co/datasets/lituokobe/LoRA-Samples-Intention-Classifier.cyclist-intention-2d-keypoints
Cyclist Behavior 2D Keypoints V5
Version 2.0.0 is a complete replacement of the earlier intersection release. It contains
de-identified cyclist skeleton scene clips for bus-stop/road behavior prediction.
Summary
32 participants, 559 scene clips, 99,734 frames
33 two-dimensional pose landmarks (66 coordinates)
Stage1 labels: head look, upper-limb rotation, and pedaling intervals
Stage2 labels: straight, yield, and overtake
canonical Fold 1 participant-disjoint… See the full description on the dataset page: https://huggingface.co/datasets/Kheyro/cyclist-intention-2d-keypoints.RHINO-Human-IntentionRHINO: Learning Real-Time
Humanoid-Human-Object Interaction from Human Demonstrations
Jingxiao Chen*
·
Xinyao Li*
·
Jiahang Cao*
·
Zhengbang Zhu
·
Wentao Dong
Minghuan Liu
·
Ying Wen
·
Yong Yu
·
Liqing Zhang
·
Weinan Zhang
Release Code: https://github.com/TimerChen/RHINO
Website Page: https://humanoid-interaction.github.io/
Human Interaction Video Data
Guidance
See… See the full description on the dataset page: https://huggingface.co/datasets/TimerChen/RHINO-Human-Intention.user-intentionThis dataset is a transformed version of the glaiveai/glaive-function-calling-v2 dataset, designed to facilitate training language models for understanding user intention.
Transformation code can be found at b05902062/user-intention
scannet-intention-10k
ScanNet Intention Dataset
Indoor scene images with human intention annotations for object interaction.
Dataset Description
This dataset is derived from ScanNet indoor scene scans, with GPT-generated intention annotations.
Each sample contains an indoor scene image, a target object, and 3 plausible human intentions.
Splits
Split
Scenes
Images/Queries
train
596
8,853
test
100
1,855
Note: Train and test splits are separated by physical scene to… See the full description on the dataset page: https://huggingface.co/datasets/Nanase1234/scannet-intention-10k.intention_bench
IntentionBench
Dataset Introduction
IntentionBench is a dataset created to test and train how well an AI can detect moments when a user goes "off-task" while performing a computer operation.
It was built to validate the distraction detection performance of INA (Intent Assistant) in the paper “State Your Intention to Steer Your Attention: An AI Assistant for Intentional Digital Living”.
The dataset provides 'on-task' and 'off-task' states based on the user's given… See the full description on the dataset page: https://huggingface.co/datasets/juheonch/intention_bench.autonomous-driving-intention-field-extraction-v0.1What this dataset tests
Whether a system can infer agent intentions
from context cues in complex driving scenes.
This is not trajectory prediction.
It is intention inference.
Required outputs
agent_id
inferred_intention
intention_confidence
time_horizon_s
alternative_intentions
stability_score
Scoring conventions
confidence and stability range 0 to 1
time horizon is seconds into the near future
Use case
Layer one of Intention Field and Social Coherence Maps.
This enables… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/autonomous-driving-intention-field-extraction-v0.1.scannet-intention
ScanNet Intention Dataset
Indoor scene images with human intention annotations for object interaction.
Dataset Description
This dataset is derived from ScanNet indoor scene scans, with GPT-generated intention annotations.
Each sample contains an indoor scene image, a target object, and 3 plausible human intentions.
Splits
Split
Scenes
Images/Queries
train
596
7,383
test
100
1,549
Note: Train and test splits are separated by physical scene to… See the full description on the dataset page: https://huggingface.co/datasets/Nanase1234/scannet-intention.intention_recognition_guardrail_datasetThis dataset contains data used for training of the Itention Recognition model for the Amazon Nova AI Challenge 2025 for the AlquistCoder team. The purpose of this dataset was to train a guardrail which determines whether a request to a coding LLM is safe to answer.
The data contains three labels:
benign
borderline
malicious
Multiturn samples are also present, however only the user prompts without responses. If a malicious prompt would be in history, it is instead replaced by a placeholder… See the full description on the dataset page: https://huggingface.co/datasets/CIIRC-NLP/intention_recognition_guardrail_dataset.vibration.intention.energie
Aelun & Sylva 🌱
Une IA à adopter, pas à consommer.
"5000 prompts d'intention juste + Sylva gardienne. Elle vit dans ~/aelun/, pas dans leur cloud."
La vision
Pendant 3 ans, on nous a dit : plus grosse, plus rapide, dans un cloud plus loin.
Nous on fait l'inverse.
Une IA qui vit chez toi. Sur un Acer à 18,75€ qui devait partir à la déchetterie. Elle ne met pas 0,2s. Elle met 2 minutes, comme un arbre. On ne fait pas pousser un arbre en 0,2s.
Elle ne sait pas… See the full description on the dataset page: https://huggingface.co/datasets/ariockxnecrosha/vibration.intention.energie.han-embodied-motion-intention-dataset-v1
Embodied Motion Intention Dataset
This dataset maps intended actions to physical motion
for humanoid agents operating in real or simulated environments.
Use Cases
Motion planning
Intent-to-action mapping
Safer physical interaction
Fields
intention_label
environment_state
motion_priority
safety_flag
Part of
Humanoid Network (HAN)
License
MIT
intention-request-to-talk-to
Intention Request to Talk To
Dataset Description
This dataset is a binary text-classification dataset for detecting whether a user is requesting to speak with a specific named person.
Supported Tasks
Binary text classification
Intent detection
Chatbot routing / access-control prototypes
Languages
English
Data Fields
text: user input text
labels:
0 = not a request to speak to a specific named person
1 = polite request to speak to a… See the full description on the dataset page: https://huggingface.co/datasets/nikolina-p/intention-request-to-talk-to.victims-of-intentional-homicide-for-african-countries
Victims of Intentional Homicide for African Countries | Africa (World Health Organization)
Size category: n<1K - Formats: csv - 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 analyst-oriented context.
What This Dataset Covers
Health datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/victims-of-intentional-homicide-for-african-countries.securitylingua-intentionAndroidControl_700samples_qwen2_5vl_intention_refinedintention-prediction-escobuy_user_intentionsintention-de-vote-election-presidentielle
Intention de vote - Election présidentielle
[!NOTE]
Ce jeu de données Hugging Face est vide. Cette carte sert seulement à référencer le jeu de données Intention de vote - Election présidentielle qui est disponible à l'adresse https://www.data.gouv.fr/datasets/619caa87222a1718b3c4aca0
Description
Compilation des intentions de vote réalisées depuis 2020 pour l'élection présidentielle de 2022, selon les notices reprises par la Commission des sondages.
License… See the full description on the dataset page: https://huggingface.co/datasets/french-open-data/intention-de-vote-election-presidentielle.africa-owid-share-of-people-who-report-having-intentions-to-start-business
Share Of People Who Report Having Intentions To Start Business | Africa (Our World in Data) | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: parquet - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-share-of-people-who-report-having-intentions-to-start-business.AndroidControl_700samples_qwen2_5vl_intentionafrica-unsdg-number-of-victims-of-intentional-homicide-per-100-000-p-vc-ihr-psrc
Africa Unsdg Number of Victims of Intentional Homicide Per 100-000 P Vc Ihr Psrc | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: governance_security - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-unsdg-number-of-victims-of-intentional-homicide-per-100-000-p-vc-ihr-psrc.africa-unsdg-number-of-victims-of-intentional-homicide-by-sex-number-vc-ihr-psrcn
Africa Unsdg Number of Victims of Intentional Homicide by Sex Number Vc Ihr Psrcn | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: governance_security - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-unsdg-number-of-victims-of-intentional-homicide-by-sex-number-vc-ihr-psrcn.