{"url":"/dataset/tweepfake","name":"TweepFake","full_name":null,"description_markdown":"The TweepFake dataset consists of 25,572 social media messages posted either by bots or humans on Twitter. Each bot imitated a human account and was based on various generative techniques, including Markov Chains, RNN, RNN+Markov, LSTM, and GPT-2.","description_withheld":null,"homepage":"https://github.com/tizfa/tweepfake_deepfake_text_detection","introduced_date":"2020-07-31","introduced_date_note":null,"introduced_by":{"paper":"/paper/tweepfake-about-detecting-deepfake-tweets","title":"TweepFake: about Detecting Deepfake Tweets","first_author":"Tiziano Fagni","url":null},"license":{"name":"MIT","url":"https://opensource.org/license/mit"},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Text Classification","url":"/task/text-classification","datasets_with_task":"/datasets/task/text-classification"},{"name":"Binary text classification","url":"/task/binary-text-classification","datasets_with_task":"/datasets/task/binary-text-classification"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["TweepFake"],"data_loaders":[],"num_papers_in_archive":16,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/binary-text-classification-on-tweepfake","task":"Binary text classification","dataset_variant":"TweepFake","rows":2,"metrics":["F1 score","Accuracy (%)"],"first_row_in_archive_order":{"model":"GigaCheck (Mistral-7B)","paper":"/paper/gigacheck-detecting-llm-generated-content","metrics":{"Accuracy (%)":"94.3","F1 score":"0.942"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/gigacheck-detecting-llm-generated-content","title":"GigaCheck: Detecting LLM-generated Content","date":"2024-10-31","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/tweepfake-about-detecting-deepfake-tweets","title":"TweepFake: about Detecting Deepfake Tweets","date":"2020-07-31","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}