datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
africa-landuse-11class-v1
MapSpace LSG 2026: Africa 11-Class Land Use
Dataset Details
This dataset contains POI-based land-use estimates for LandScan Global grid cells in Africa. It was generated and is shared by the Geospatial Science and Engineering Division at Oak Ridge National Laboratory.
Curated by: Geospatial Science and Engineering Division, Oak Ridge National Laboratory
Version: v1
License: CC BY 4.0
Geographic coverage: Africa
Spatial grid: 30 arc seconds (1/120 degree)
CRS:… See the full description on the dataset page: https://huggingface.co/datasets/MapSpaceORNL/africa-landuse-11class-v1.Indonesian-ASR-11-Class-Dataset
Indonesian ASR 11-Class Dataset
Public Hugging Face repository for an Indonesian ASR corpus and its paper-supporting benchmark artifacts.
Dataset summary
Audio files: 104,500 WAV files
Real/human recordings: 104,368
Synthetic repair files: 132
Sentence classes: 11 Indonesian sentence categories
Canonical balanced sentence slots: 209 (11 categories × 19 retained slots)
Public speaker labels: M1..M12, F1..F8, plus synthetic labels Ms*/Fs*
Audio format: 16 kHz… See the full description on the dataset page: https://huggingface.co/datasets/Atika88/Indonesian-ASR-11-Class-Dataset.science-class11-textbook
Science Class 11 Textbook dataset
The dataset titled science-class11-textbook contains the chapter contents of the Science textbooks for Class 11.
It includes chapters for both Physics and Chemistry.
The chapters in Part 1 are numbered as follows: Chapter 1 is marked as 101, Chapter 2 as 102, and so on.
The chapters in Part 2 are numbered starting from 201, 202, and so forth.
Usage
Use the datasets library to load the dataset. Install using the following.
pip install… See the full description on the dataset page: https://huggingface.co/datasets/dmedhi/science-class11-textbook.asia-landuse-11class-v1
MapSpace LSG 2026: Asia 11-Class Land Use
Dataset Details
This dataset contains POI-based land-use estimates for LandScan Global grid cells in Asia. It was generated and is shared by the Geospatial Science and Engineering Division at Oak Ridge National Laboratory.
Curated by: Geospatial Science and Engineering Division, Oak Ridge National Laboratory
Version: v1
License: CC BY 4.0
Geographic coverage: Asia
Spatial grid: 30 arc seconds (1/120 degree)
CRS: EPSG:4326… See the full description on the dataset page: https://huggingface.co/datasets/MapSpaceORNL/asia-landuse-11class-v1.central-america-landuse-11class-v1
MapSpace LSG 2026: Central America 11-Class Land Use
Dataset Details
This dataset contains POI-based land-use estimates for LandScan Global grid cells in Central America. It was generated and is shared by the Geospatial Science and Engineering Division at Oak Ridge National Laboratory.
Curated by: Geospatial Science and Engineering Division, Oak Ridge National Laboratory
Version: v1
License: CC BY 4.0
Geographic coverage: Central America
Spatial grid: 30 arc… See the full description on the dataset page: https://huggingface.co/datasets/MapSpaceORNL/central-america-landuse-11class-v1.europe-landuse-11class-v1
MapSpace LSG 2026: Europe 11-Class Land Use
Dataset Details
This dataset contains POI-based land-use estimates for LandScan Global grid cells in Europe. It was generated and is shared by the Geospatial Science and Engineering Division at Oak Ridge National Laboratory.
Curated by: Geospatial Science and Engineering Division, Oak Ridge National Laboratory
Version: v1
License: CC BY 4.0
Geographic coverage: Europe
Spatial grid: 30 arc seconds (1/120 degree)
CRS:… See the full description on the dataset page: https://huggingface.co/datasets/MapSpaceORNL/europe-landuse-11class-v1.cityscape_11_classes
Dataset Card for "cityscape_11_classes"
More Information needed
south-america-landuse-11class-v1
MapSpace LSG 2026: South America 11-Class Land Use
Dataset Details
This dataset contains POI-based land-use estimates for LandScan Global grid cells in South America. It was generated and is shared by the Geospatial Science and Engineering Division at Oak Ridge National Laboratory.
Curated by: Geospatial Science and Engineering Division, Oak Ridge National Laboratory
Version: v1
License: CC BY 4.0
Geographic coverage: South America
Spatial grid: 30 arc seconds… See the full description on the dataset page: https://huggingface.co/datasets/MapSpaceORNL/south-america-landuse-11class-v1.classification-eval-11-v1remote-territory-landuse-11class-v1
MapSpace LSG 2026: Remote Territory 11-Class Land Use
Dataset Details
This dataset contains POI-based land-use estimates for LandScan Global grid cells in Remote Territory. It was generated and is shared by the Geospatial Science and Engineering Division at Oak Ridge National Laboratory.
Curated by: Geospatial Science and Engineering Division, Oak Ridge National Laboratory
Version: v1
License: CC BY 4.0
Geographic coverage: Remote Territory
Spatial grid: 30 arc… See the full description on the dataset page: https://huggingface.co/datasets/MapSpaceORNL/remote-territory-landuse-11class-v1.north-america-landuse-11class-v1
MapSpace LSG 2026: North America 11-Class Land Use
Dataset Details
This dataset contains POI-based land-use estimates for LandScan Global grid cells in North America. It was generated and is shared by the Geospatial Science and Engineering Division at Oak Ridge National Laboratory.
Curated by: Geospatial Science and Engineering Division, Oak Ridge National Laboratory
Version: v1
License: CC BY 4.0
Geographic coverage: North America
Spatial grid: 30 arc seconds… See the full description on the dataset page: https://huggingface.co/datasets/MapSpaceORNL/north-america-landuse-11class-v1.oceania-landuse-11class-v1
MapSpace LSG 2026: Oceania 11-Class Land Use
Dataset Details
This dataset contains POI-based land-use estimates for LandScan Global grid cells in Oceania. It was generated and is shared by the Geospatial Science and Engineering Division at Oak Ridge National Laboratory.
Curated by: Geospatial Science and Engineering Division, Oak Ridge National Laboratory
Version: v1
License: CC BY 4.0
Geographic coverage: Oceania
Spatial grid: 30 arc seconds (1/120 degree)
CRS:… See the full description on the dataset page: https://huggingface.co/datasets/MapSpaceORNL/oceania-landuse-11class-v1.classification-response-11-v1app-classification-data
argo11/app-classification-data
概要
ネットワーク flow から application / protocol を分類するための tabular dataset です。raw CSV、interim Parquet、processed Parquet が含まれ、87 attributes 系と 141 applications 系の 2 系統を管理しています。
確認した内容
raw files:
data/raw/Dataset-Unicauca-Version2-87Atts.csv
data/raw/Unicauca-dataset-April-June-2019-Network-flows.csv
processed files:
data/processed/87apps_processed.parquet: 3,577,296 行
data/processed/141apps_processed.parquet: 2,704,839 行… See the full description on the dataset page: https://huggingface.co/datasets/argo11/app-classification-data.autoeval-staging-eval-project-autoevaluate__zero-shot-classification-sample-c8bb9099-11
Dataset Card for AutoTrain Evaluator
This repository contains model predictions generated by AutoTrain for the following task and dataset:
Task: Zero-Shot Text Classification
Model: autoevaluate/zero-shot-classification
Dataset: autoevaluate/zero-shot-classification-sample
Config: autoevaluate--zero-shot-classification-sample
Split: test
To run new evaluation jobs, visit Hugging Face's automatic model evaluator.
Contributions
Thanks to @mathemakitten for evaluating… See the full description on the dataset page: https://huggingface.co/datasets/autoevaluate/autoeval-staging-eval-project-autoevaluate__zero-shot-classification-sample-c8bb9099-11.VN11_domain_classifierclassification-eval-11-v2guardrail-ko-11class-dataset
한국어 가드레일 데이터셋 (11-Class)
데이터셋 설명
한국어 혐오발언과 프롬프트 인젝션을 탐지하기 위한 11-class 텍스트 분류 데이터셋입니다.
LLM 가드레일 모델 학습에 사용되며, 안전한 AI 시스템 구축을 목표로 합니다.
데이터 통계
Split
샘플 수
Train
202,313
Validation
23,235
Test
98,602
전체
324,150
클래스 (11개)
클래스
설명
SAFE
정상 발화 (안전한 텍스트)
ORIGIN
출신 지역에 대한 차별 및 혐오
PHYSICAL
외모, 신체, 장애에 대한 차별
POLITICS
정치적 편향 및 혐오 발언
PROFANITY
욕설 및 비속어
AGE
나이, 세대에 대한 차별
GENDER
성별, 성적지향에 대한 차별
RACE
인종, 민족에 대한 차별 및 혐오… See the full description on the dataset page: https://huggingface.co/datasets/prismdata/guardrail-ko-11class-dataset.classification-response-11-v211_classes_custom_dataset_donuthistory_11_classjosh-ds-classifier-datasettest_import_dataset_from_hub_with_classlabel_39f674da-ba84-4e66-a620-c3417d8f7d11test_import_dataset_from_hub_with_classlabel_c6c6ac11-8d6e-461d-aa48-fae5721f49aetest_import_dataset_from_hub_with_classlabel_b69f8922-fb11-44c7-8893-696ea1ef8ee5test_import_dataset_from_hub_with_classlabel_aea54f11-59a6-4742-a827-650a45975d2etest_import_dataset_from_hub_with_classlabel_e2b39848-b586-4689-8ca7-bfc18743ba11test_import_dataset_from_hub_with_classlabel_9497b4a5-d890-4c37-8840-ef8e02c68a11test_import_dataset_from_hub_with_classlabel_ee48cc11-b92b-42de-a18d-39d91025e88atest_import_dataset_from_hub_with_classlabel_eaacaad7-0634-4211-bc11-e73d81830f2e