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Fact Checking datasets

archive 2025-07-28

12 datasets carry the task tag "Fact Checking" (the task itself: Fact Checking), ordered by the archive's paper count. Page 1 of 1: 12 shown of 12. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Fact Checking 12

Fact Checking datasets 1–12 of 12

BEIR (Benchmarking IR)
BEIR (Benchmarking IR) is a heterogeneous benchmark containing different information retrieval (IR) tasks.
TextsQuestion AnsweringPassage RetrievalZero-shot Text SearchFact CheckingBiomedical Information RetrievalCitation Prediction+6 tasks
311 papers · 10 benchmarks
VitaminC (Fact Verification with Contrastive Evidence)
The VitaminC dataset contains more than 450,000 claim-evidence pairs for fact verification and factual consistent generation.
Fact CheckingFact VerificationConditional Text Generation
42 papers · 0 benchmarks
AVeriTeC (AVeriTeC: A Dataset for Real-world Claim Verification with Evidence from the Web)
AVeriTeC (Automated Verification of Textual Claims) is a dataset of 4568 real-world claims covering fact-checks by 50 different organizations.
TextsFact CheckingFact Verification
17 papers · 1 benchmark
Mocheg
A large-scale dataset that consists of 21,184 claims, where each claim is assigned a truthfulness label and ruling statement, with 58,523 pieces of evidence in the form of text and images.
ImagesTextsFact CheckingFact VerificationClaim Verification
10 papers · 0 benchmarks
Politi Hop
ataset format Each row in the dataset splits represents one instance and contains the following tab-separated columns: articleid - article id corresponding to the id of the claim in the LIAR dataset statement - the text of the claim author…
Fact Checking
7 papers · 0 benchmarks
CoVERT (A Corpus of Fact-checked Biomedical COVID-19 Tweets)
CoVERT is a fact-checked corpus of tweets with a focus on the domain of biomedicine and COVID-19-related (mis)information.
TextsBiomedicalFact CheckingMisinformation
4 papers · 0 benchmarks
LIAR2
The LIAR dataset has been widely followed by fake news detection researchers since its release, and along with a great deal of research, the community has provided a variety of feedback on the dataset to improve it.
TextsText ClassificationFact CheckingFake News DetectionFact Verification
4 papers · 1 benchmark
Stanceosaurus
Stanceosaurus is a corpus of 28,033 tweets in English, Hindi, and Arabic annotated with stance towards 251 misinformation claims.
TextsDomain AdaptationFact CheckingMisinformation
3 papers · 0 benchmarks
CFEVER
- CFEVER is a Chinese Fact Extraction and VERification dataset published at AAAI 2024.
TextsZero-shot Text SearchFact CheckingFact Verification
1 paper · 0 benchmarks
Spiced
Spiced is a paraphrase dataset of scientific findings annotated for degree of information change.
TextsRetrievalFact Checking
1 paper · 0 benchmarks
PANACEA (PANACEA dataset - Heterogeneous COVID-19 Claims)
The peer-reviewed publication for this dataset has been presented in the 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), and can be accessed here:…
Information RetrievalFact CheckingVeracity Classification
0 papers · 0 benchmarks
STVD-FC (Fact-checking dataset)
STVD-FC is the largest public dataset on the political content analysis and fact-checking tasks.
VideosTextsAudioFact Checking
0 papers · 0 benchmarks

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.