datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
ceval-examC-Eval is a comprehensive Chinese evaluation suite for foundation models. It consists of 13948 multi-choice questions spanning 52 diverse disciplines and four difficulty levels. Please visit our website and GitHub or check our paper for more details.
Each subject consists of three splits: dev, val, and test. The dev set per subject consists of five exemplars with explanations for few-shot evaluation. The val set is intended to be used for hyperparameter tuning. And the test set is for model… See the full description on the dataset page: https://huggingface.co/datasets/ceval/ceval-exam.exams
Dataset Card for [Dataset Name]
Dataset Summary
EXAMS is a benchmark dataset for multilingual and cross-lingual question answering from high school examinations. It consists of more than 24,000 high-quality high school exam questions in 16 languages, covering 8 language families and 24 school subjects from Natural Sciences and Social Sciences, among others.
Supported Tasks and Leaderboards
[More Information Needed]
Languages
The languages in the… See the full description on the dataset page: https://huggingface.co/datasets/mhardalov/exams.ceval-examC-Eval is a comprehensive Chinese evaluation suite for foundation models. It consists of 13948 multi-choice questions spanning 52 diverse disciplines and four difficulty levels.code-world-model-inference-examples-40
Inference examples
This directory contains 40 numbered, independent inference examples.
Every example uses only its public number; source case names and internal paths
are intentionally omitted.
Each numbered directory contains:
first_frame.png: exact 1536x864 generated RGB first frame used by inference.
prompts/*.txt: the exact rolling long-inference prompts used for the result.
condition/*.npz: ordered lossless condition chunks.
metadata.json: frame count, FPS, prompt windows… See the full description on the dataset page: https://huggingface.co/datasets/NTU-yiwen/code-world-model-inference-examples-40.lisbet-examplessounio-code-examples
Sounio Curated Code Examples
Curated compile-clean .sio examples for training and evaluating code models on
Sounio, a self-hosted systems and scientific programming language for epistemic
computing, uncertainty propagation, and algebraic effects.
This directory is the Cx-1 expansion lane for
chiuratto-AIgourakis/sounio-code-examples.
Current batch
Examples: 5,000
Metadata files: 5,000
Compiler gate: bin/souc check pass rate 5,000/5,000
Utility layer: 5,000… See the full description on the dataset page: https://huggingface.co/datasets/chiuratto-AIgourakis/sounio-code-examples.taiwan-examsMachine-gradable exam benchmarks produced by any-to-bench. Each subset is one
exam: the viewer table shows one row per answerable question (figures embedded);
the raw, byte-faithful bundle lives under <subset>/bundle/ — exam.json
(structured paper), answer_schema.json (strict JSON Schema an answer sheet must
satisfy), grading.json (deterministic rules + judge rubrics), manifest.json
(provenance), and assets/ (figures).
Usage
Benchmark any model against an exam:
a2b download… See the full description on the dataset page: https://huggingface.co/datasets/JacobLinCool/taiwan-exams.doc-formats-jsonl-1
[doc] formats - jsonl - 1
This dataset contains one jsonl file at the root.
chat_formatted_examplesthai-onet-m6-exam
Thai O-Net Exams Dataset
Overview
The Thai O-Net Exams dataset is a comprehensive collection of exam questions and answers from the Thai Ordinary National Educational Test (O-Net). This dataset covers various subjects for Grade 12 (M6) level, designed to assist in educational research and development of question-answering systems.
Dataset Source
Thai National Institute of Educational Testing Service (NIETS)
Maintainer
Dr. Kobkrit Viriyayudhakorn… See the full description on the dataset page: https://huggingface.co/datasets/matichon/thai-onet-m6-exam.thai_exam
Dataset Card for Thai_Exam
ThaiExam is a Thai knowledge benchmarking dataset, consisting of multiple-choice questions from examinations in Thailand. The dataset was originally developed for evaluating Typhoon (Thai LLM). This dataset contains 5 splits corresponding to 5 examinations as follows:
ONET: The Ordinary National Educational Test (ONET) is an examination for students in Thailand. This dataset is based on the grade-12 ONET exam, comprising 4 subjects and each question has 5… See the full description on the dataset page: https://huggingface.co/datasets/typhoon-ai/thai_exam.doc-formats-parquet-1doc-formats-csv-1
[doc] formats - csv - 1
This dataset contains one csv file at the root:
data.csv
kind,sound
dog,woof
cat,meow
pokemon,pika
human,hello
The YAML section of the README does not contain anything related to loading the data (only the size category metadata):
---
size_categories:
- n<1K
---
agents-last-exam
Agents Last Exam — Task Card Metadata (v1.1)
A metadata-only release (v1.1) of 152 tasks from the Agents Last Exam (ALE)
benchmark for evaluating computer-use agents on long-horizon professional work.
The Agents Last Exam dataset family
ALE is published as three companion HuggingFace datasets:
Dataset
Contents
Access
Task Card Metadata
One row per task: titles, prompts, taxonomy, input-file descriptors
Open
Task Input Data
The input/ files each task… See the full description on the dataset page: https://huggingface.co/datasets/agents-last-exam/agents-last-exam.us_medical_license_exam_textbooks_enexample_datasetsThis is a collection of example datasets from various sources that the datasets module in pgmpy supports. All credits
for creating the datasets go to the original authors. The following datasets are included (along with their LICENCE).
The licences are included in the respective dataset folders as well.
example-causal-datasets: CC0 1.0 Universal. Last synced on
2026-02-05.
nslm: CC0 1.0 Universal. Last downloaded on 2026-03-04.
Tuebingen-pair-wise-dataset: Last downloaded on 2026-03-02.… See the full description on the dataset page: https://huggingface.co/datasets/pgmpy/example_datasets.thai-onet-m6-exam
Thai O-Net Exams Dataset
Overview
The Thai O-Net Exams dataset is a comprehensive collection of exam questions and answers from the Thai Ordinary National Educational Test (O-Net). This dataset covers various subjects for Grade 12 (M6) level, designed to assist in educational research and development of question-answering systems.
Dataset Source
Thai National Institute of Educational Testing Service (NIETS)
Maintainer
Dr. Kobkrit… See the full description on the dataset page: https://huggingface.co/datasets/openthaigpt/thai-onet-m6-exam.MedXpertQA-Exam
🔭 Overview
R2MED: First Reasoning-Driven Medical Retrieval Benchmark
R2MED is a high-quality, high-resolution synthetic information retrieval (IR) dataset designed for medical scenarios. It contains 876 queries with three retrieval tasks, five medical scenarios, and twelve body systems.
Dataset
#Q
#D
Avg. Pos
Q-Len
D-Len
Biology
103
57359
3.6
115.2
83.6
Bioinformatics77
47473
2.9
273.8
150.5
Medical Sciences
88
34810
2.8
107.1
122.7
MedXpertQA-Exam
97… See the full description on the dataset page: https://huggingface.co/datasets/R2MED/MedXpertQA-Exam.example-sec-filingsceval-exam-zhtw
Dataset Card for "ceval-exam-zhtw"
C-Eval 是一個針對基礎模型的綜合中文評估套件。它由 13,948 道多項選擇題組成，涵蓋 52 個不同的學科和四個難度級別。原始網站和 GitHub 或查看論文以了解更多詳細資訊。
C-Eval 主要的數據都是使用簡體中文來撰寫并且用來評測簡體中文的 LLM 的效能來設計的，本數據集使用 OpenCC 來進行簡繁的中文轉換，主要目的方便繁中 LLM 的開發與驗測。
下載
使用 Hugging Face datasets 直接載入資料集：
from datasets import load_dataset
dataset=load_dataset(r"erhwenkuo/ceval-exam-zhtw",name="computer_network")
print(dataset['val'][0])
# {'id': 0, 'question':… See the full description on the dataset page: https://huggingface.co/datasets/erhwenkuo/ceval-exam-zhtw.Arabic_EXAMSexample_short_storieshumanitys-second-last-exam
Humanity's Second Last Exam
Benchmark design, curation and release maintenance: Shashank Agnihotri.
Original questions retain their recorded authorship and source attribution.
This owner-reviewed retained release contains 365 target questions, 730
context examples, and 365 ordered target/A/B links: 1,095 question rows.
The owner review concluded on 16 September 2026. This is an owner-reviewed
release after suspected-AI-content exclusions, not a software-certified
guarantee of… See the full description on the dataset page: https://huggingface.co/datasets/shashankskagnihotri/humanitys-second-last-exam.docvqa_1200_examplesopengloss-v1.3-query-examples-flat
See also OpenGloss v2.1 (2026-09-07): a deeper release of 109,633 of these headwords — sense-level ids, four reading levels, sense-tagged examples with spans, a judged relation graph, and retrieval supervision — published as a 16-dataset family. v1.3 remains the broader headword list.
OpenGloss Query Examples v1.3 (Flattened)
Dataset Summary
OpenGloss Query Examples is a synthetic dataset of search queries generated for vocabulary
terms. Each term has multiple… See the full description on the dataset page: https://huggingface.co/datasets/mjbommar/opengloss-v1.3-query-examples-flat.oab_examsmultitask_german_examples_32kEXAMS-V
EXAMS-V: ImageCLEF 2025 – Multimodal Reasoning
Dimitar Iliyanov Dimitrov, Hee Ming Shan, Zhuohan Xie, Rocktim Jyoti Das , Momina Ahsan, Sarfraz Ahmad, Nikolay Paev, Ali Mekky, Omar El Herraoui, Rania Hossam, Nurdaulet Mukhituly, Akhmed Sakip, Ivan Koychev, Preslav Nakov
INTRODUCTION
EXAMS-V is a multilingual, multimodal dataset created to evaluate and benchmark the visual reasoning abilities of AI systems, especially Vision-Language Models (VLMs). The dataset contains… See the full description on the dataset page: https://huggingface.co/datasets/MBZUAI/EXAMS-V.chinese_exam_train_dataChinese-middle-school-English-exam-questions
Dataset Card for Chinese Middle School English Exam Questions
If this dataset benefits your work or research, a ❤️ would be greatly appreciated to help others discover it.
Dataset Summary
A structured collection of English exam questions for Chinese middle school students (grades 7 to 9), including multiple choice, cloze tests, and reading comprehension problems.
Supported Tasks and Leaderboards
Multiple Choice QA
Cloze Test (Multuple Choice, Free Response)… See the full description on the dataset page: https://huggingface.co/datasets/dry-melon/Chinese-middle-school-English-exam-questions.