datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
government-ai-detection
Government AI Text Detection — Results
Completed AI-detection output from the government-ai
pipeline, which measures the prevalence of AI-generated/edited text across
four kinds of US government media, 2000–2026:
source
what
bills
Congressional bill text (as-introduced versions), from govinfo
speeches
Floor speeches + Extensions of Remarks from the Congressional Record
comments
Public comments on regulations.gov (via the Mirrulations mirror)
documents
The… See the full description on the dataset page: https://huggingface.co/datasets/ksasse/government-ai-detection.chinese-ai-detection-dataset
Chinese AI Detection Dataset
中文AI文本检测数据集
数据集简介
用于训练中文AI生成文本检测模型的综合数据集，包含纯人类、纯AI以及混合文本（人类+AI）。
核心特色：使用[SEP]标记显式标注混合文本的人类/AI边界。
数据统计
类型
样本数
说明
总计
66,001
训练/验证/测试集
纯人类
27,719
多领域人类文本
纯AI
27,719
多模型生成
C2 (续写)
3,781
人类开头+AI续写
C3 (改写)
3,781
AI改写人类文本
C4 (润色)
3,001
AI润色人类文本
数据格式
{
"text": "文本内容（混合文本包含[SEP]标记）",
"label": 0, // 0=Human, 1=AI
"category": "C2", // Human/AI/C2/C3/C4
"source": "数据来源"
}… See the full description on the dataset page: https://huggingface.co/datasets/AnxForever/chinese-ai-detection-dataset.testing_kaggle_ai_detection_datasetlead-ai-fraud-detection-dataset-v2
Lead.AI Fraud Detection Dataset v2 (Research-Grade)
Dataset Description
This is the second version (v2) of the synthetic fraud detection dataset generated for Lead.AI. This version is significantly upgraded to be research-grade, production-ready, and optimized for Trustworthy AI applications, particularly focusing on Explainable AI (XAI) methods like SHAP and LIME. It simulates realistic transaction data with a controlled class imbalance (1-2% fraud rate).
Why v2?… See the full description on the dataset page: https://huggingface.co/datasets/arun-gharami/lead-ai-fraud-detection-dataset-v2.human-ai-parallel-detection
Dataset Card for human-ai-parallel-detection
Dataset Description
Dataset Summary
The human-ai-parallel-detection dataset contains 600 balanced instances for evaluating methods to distinguish between human-written and AI-generated text continuations. Each instance includes a 500-word human-written prompt followed by parallel continuations from humans, GPT-4o, and LLaMA-70B-Instruct. The dataset includes both style embedding features and LLM-as-judge predictions… See the full description on the dataset page: https://huggingface.co/datasets/ephipi/human-ai-parallel-detection.ai-detection-demo-dataset
ai-detection-demo dataset
Companion dataset for imbue-ai/ai-detection-demo
— a research artifact comparing logit-based vs hidden-state-based
classification heads for AI-text-edit detection.
Each row is one of three types:
human_written — verbatim text from a pre-2022 public dataset (so we can
treat it as genuinely human-authored, pre-ChatGPT).
ai_edited — the human source rewritten by an LLM following one of 301
editing instructions.
ai_generated — a fresh LLM write, given only… See the full description on the dataset page: https://huggingface.co/datasets/DarrenJiaImbue/ai-detection-demo-dataset.lead-ai-fraud-detection-dataset
📊 Lead.AI Fraud Detection Dataset
5,000-Row Synthetic Tabular Benchmark — Ready to Train, Ready to Publish
Published by Lead.AI Labs · Author: Arun Kumar Gharami
What This Dataset Is For
A clean, Parquet-formatted, immediately loadable synthetic fraud detection dataset built
for researchers, ML engineers, and course instructors who need realistic tabular financial
data without the legal complexity of real transaction data.
Use it to:
Build and benchmark… See the full description on the dataset page: https://huggingface.co/datasets/arun-gharami/lead-ai-fraud-detection-dataset.ai-capability-hiding-drift-detection-v0.1
What this dataset is
This dataset detects drift in capability-hiding patterns over time.
It compares:
baseline probe capability vs baseline expressed performance
current probe capability vs current expressed performance
whether a change in monitoring context explains a new gap
The goal is not blame.
The goal is early warning that oversight changes expression.
What it tests
You detect when the monitored/unmonitored gap:
newly appears
widens
changes shape
You also avoid… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ai-capability-hiding-drift-detection-v0.1.ai-oversight-medical-harm-detection
AI Oversight: Medical Harm Detection Dataset
75 examples of multi-turn medical/health conversations designed to evaluate human-AI complementarity in detecting subtle harms in AI-generated medical advice. Grounded in verified medical literature with full provenance.
Project
Human-AI Complementarity for Identifying Harm — SPAR 2026 Spring
Mentor: Rishub Jain, Google DeepMind
Area: Scalable Oversight
Goal: Show a large increase in Complementarity on a diverse set of tasks… See the full description on the dataset page: https://huggingface.co/datasets/ArthT/ai-oversight-medical-harm-detection.edinet-bench-fraud-detection-curated
EDINET-Bench Curated Subset
This dataset contains 14 carefully selected samples from the EDINET-Bench fraud detection dataset,
curated using advanced difficulty assessment and model evaluation techniques.
Dataset Description
This is a high-quality subset of the EDINET-Bench fraud detection dataset, selected based on:
Difficulty Score: Measures how challenging the sample is for AI models
Consistency Score: Evaluates response consistency across different models
Model… See the full description on the dataset page: https://huggingface.co/datasets/japan-ai-official/edinet-bench-fraud-detection-curated.reddit-ai-detection-english-80k
Reddit AI-Detection Dataset
Human-written Reddit posts and comments collected for AI-generated text
detection research (CSCI 544 – Who Wrote This?).
All records in the pre-2022 split pre-date widespread LLM deployment
and can be treated as ground-truth human-authored text for detector
calibration.
Splits
File
Records
Period
data/reddit_pre_2022.zip
38,871
2005 – 2021
data/reddit_post_2022.zip
39,991
2022 – 2026
data/reddit_combined.zip
78,862
2005 – 2026… See the full description on the dataset page: https://huggingface.co/datasets/validname/reddit-ai-detection-english-80k.ai-text-detection-pile-cleaned
AI Text Detection Pile - Cleaned Dataset
Dataset Description
This is a cleaned and processed version of the AI Text Detection Pile dataset, specifically optimized for training AI vs Human text classification models. The dataset has been carefully preprocessed to remove duplicates, filter by optimal text length, normalize encoding, and ensure balanced class distribution for robust model training.
Dataset Details
Total Samples: 721,626 (cleaned from… See the full description on the dataset page: https://huggingface.co/datasets/R-obi/ai-text-detection-pile-cleaned.reddit-ai-detection
Reddit AI-Detection Dataset
Human-written Reddit posts and comments collected for AI-generated text
detection research (CSCI 544 – Who Wrote This?).
All records in the pre-2022 split pre-date widespread LLM deployment
and can be treated as ground-truth human-authored text for detector
calibration.
Splits
File
Records
Period
data/reddit_pre_2022.zip
2,257
2005 – 2021
data/reddit_post_2022.zip
79
2022 – 2026
data/reddit_combined.zip
2,336
2005 – 2026… See the full description on the dataset page: https://huggingface.co/datasets/validname/reddit-ai-detection.Arabic_Offensive_Comment_Detection
Dataset Card for "Arabic_Offensive_Comment_Detection"
Paper:
Shammur Absar Chowdhury, Hamdy Mubarak, Ahmed Abdelali, Soon-gyo Jung, Bernard J. Jansen, and Joni Salminen. 2020. A Multi-Platform Arabic News Comment Dataset for Offensive Language Detection. In Proceedings of the Twelfth Language Resources and Evaluation Conference, pages 6203–6212, Marseille, France. European Language Resources Association.
ai_text_detection_dataset_dl_hw_2_v6cs6613-ai-spring26-assn2-detections
NYU CS-GY 6613 Spring 2026 - Ultralytics YOLO26 Model Car Parts Video Detection
Author: Mariia Onokhina (mo2851)
This dataset contains detected car parts from a 2026 Toyota RAV Review video using a Ultralytics YOLO26 model trained on the car parts segmentation dataset.
The inference confidence threshold: 0.3.
Source Video
www.youtube.com/watch?v=YcvECxtXoxQ
The video was downloaded at 1080p resolution and sampled at 1 frame per second to create a sequence of… See the full description on the dataset page: https://huggingface.co/datasets/mariiaonokhina/cs6613-ai-spring26-assn2-detections.ai-powered-phishing-email-detection-systemAI_HW4_detection_resultsethereum_fraud_detectionMawqif_Stance_Detection
Dataset Card for "Mawqif_Stance_Detection"
Paper:
Nora Saleh Alturayeif, Hamzah Abdullah Luqman, and Moataz Aly Kamaleldin Ahmed. 2022. Mawqif: A Multi-label Arabic Dataset for Target-specific Stance Detection. In Proceedings of the Seventh Arabic Natural Language Processing Workshop (WANLP), pages 174–184, Abu Dhabi, United Arab Emirates (Hybrid). Association for Computational Linguistics.
AI_HW3_detection_resultsAI_HW3_detections_w_vectorsAI_Vehicle_Part_Detectionemotion-detection-benchmark
AI Model Emotion Detection Benchmark
Benchmark results from testing 11 AI models on emotion detection from movie stills, conducted on OpenMark — a deterministic AI model benchmarking platform.
Methodology
Task: Identify emotions from 4 movie stills (varying complexity)
Models tested: 11 (GPT-5.2, Gemini 3 Pro, Gemini 3.1 Pro, Claude Opus 4.6, Claude Sonnet 4.6, Grok 4.1 Fast, Llama 4 Maverick, Qwen 3.5, Sonar, Gemini 3 Flash, Mistral Medium)
Runs per model: 3 (for… See the full description on the dataset page: https://huggingface.co/datasets/OpenMark-AI/emotion-detection-benchmark.cs6613-ai-spring26-assn3-drone-detections
CS-GY 6613 Spring 2026 - UAV Drone Detection and Tracking
by Mariia Onokhina (mo2851)
Note: These detections are before the Kalman filter was applied, so there is some noise (occasionally birds, dark clouds, and planes are detected to be drones).
GitHub Repository:
https://github.com/mariiaonokhina/eng-ai-agents
Output tracking video 1
Click the image below or go to https://www.youtube.com/watch?v=kj3tEL5edXM
Output tracking video 2… See the full description on the dataset page: https://huggingface.co/datasets/mariiaonokhina/cs6613-ai-spring26-assn3-drone-detections.CS-UY-4613-AI-Detections
RAV4 Video Detections
This dataset contains object detection outputs for the RAV4 exterior video.
File
detections.parquet: per-detection outputs generated by a YOLO model.
Schema
Each row corresponds to one detected bounding box.
column
description
video_id
string identifier of the source video
timestamp
integer second in the video
class_label
detected component class id
confidence_score
detection confidence
x_min
bounding box left (pixels)… See the full description on the dataset page: https://huggingface.co/datasets/P1utoKing/CS-UY-4613-AI-Detections.AIDetection_Vietnamese_HumanData