Datasets › AVeriTeC
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. Each claim is annotated with question-answer pairs supported by evidence available online, as well as textual justifications explaining how the evidence combines to produce a verdict. The Claims in AVeriTeC are classified into four labels: "Supported", "Refuted", "Not Enough Evidence", "Conflicting Evidence/Cherry-picking". The dataset also contains several fields of metadata such as the speaker of the claim, the publisher of the claim, the date the claim was published, and the location most relevant to the claim. These can be used to support questions, answers, and justifications.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Fact Checking | AVeriTeC | HerO Question Only score 0.48 | HerO at AVeriTeC: The Herd of Open Large Language Models... | ssu-humane/hero | 3 | Compare |
Papers archive 2025-07-28
3 shown of 3 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 17. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| InFact: A Strong Baseline for Automated Fact-Checking | 0 | 1 | 1 Nov 2024 | not harvested |
| HerO at AVeriTeC: The Herd of Open Large Language Models for Verifying Real-World Claims | 1 | 1 | 16 Oct 2024 | not harvested |
| AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG task | 1 | 1 | 15 Oct 2024 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- AVeriTeC
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections