task_categories:text-classification language:en license:apache-2.0 size_categories:10K<n<100K format:json modality:text library:datasets library:pandas library:mlcroissant library:polars region:us Natural Language Inference Factual Consistency Evaluation Hallucination Detection
---
license: apache-2.0
task_categories:
- text-classification
language:
- en
tags:
- Natural Language Inference
- Factual Consistency Evaluation
- Hallucination Detection
---

This is a mix of 22 datasets that were used to evaluate factual consistency models available in [this collection](https://huggingface.co/collections/ragarwal/factual-consistency-evaluation-66b3edc3ba70f35738a3171b).



The distribution is available below:
| subset                    | count |
|---------------------------|-------|
| halueval_cnndm            | 19998 |
| alisawuffles/WANLI        | 5000  |
| Seahorse                  | 4135  |
| ExpertQA                  | 3702  |
| fib_xsum                  | 3534  |
| anli                      | 3200  |
| scitail                   | 2126  |
| Lfqa                      | 1911  |
| DeFacto                   | 1836  |
| llm_summaries_cnndm       | 1829  |
| llm_summaries_xsum        | 1726  |
| Reveal                    | 1705  |
| FactCheck-GPT             | 1565  |
| FoolMeTwice               | 1379  |
| aggrefact_xsum            | 1335  |
| ClaimVerify               | 1087  |
| aggrefact_cnndm           | 1017  |
| bump_cnndm                | 785   |
| tofueval_meetingbank      | 770   |
| DADC-NLI                  | 766   |
| tofueval_mediasum         | 725   |
| diasumfact_SAMSum         | 669   |
| diasumfact_QMSum          | 569   |
| fib_cnndm                 | 543   |
| instrusum_instrusum       | 458   |
| WiCE                      | 358   |
| gumsum_gumsum             | 95    |

