{"url":"/dataset/weblinx","name":"WebLINX","full_name":"Real-World Website Navigation with Multi-Turn","description_markdown":"WebLINX is a large-scale benchmark of 100K interactions across 2300 expert demonstrations of conversational web navigation. It covers a broad range of patterns on over 150 real-world websites and can be used to train and evaluate agents in diverse scenarios.","description_withheld":null,"homepage":"https://mcgill-nlp.github.io/weblinx/","introduced_date":"2024-02-08","introduced_date_note":null,"introduced_by":{"paper":"/paper/weblinx-real-world-website-navigation-with","title":"WebLINX: Real-World Website Navigation with Multi-Turn Dialogue","first_author":"Xing Han Lù","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Videos","url":"/datasets/modality/videos"},{"name":"Texts","url":"/datasets/modality/texts"},{"name":"Ranking","url":"/datasets/modality/ranking"},{"name":"Actions","url":"/datasets/modality/actions"},{"name":"RGB Video","url":"/datasets/modality/rgb-video"}],"tasks":[{"name":"Text Generation","url":"/task/text-generation","datasets_with_task":"/datasets/task/text-generation"},{"name":"Vision and Language Navigation","url":"/task/vision-and-language-navigation","datasets_with_task":"/datasets/task/vision-and-language-navigation"},{"name":"Conversational Web Navigation","url":"/task/conversational-web-navigation","datasets_with_task":"/datasets/task/conversational-web-navigation"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["WebLINX"],"data_loaders":[{"repo":"https://github.com/McGill-NLP/weblinx","url":"https://huggingface.co/datasets/McGill-NLP/WebLINX","frameworks":["pytorch"]}],"num_papers_in_archive":6,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/conversational-web-navigation-on-weblinx","task":"Conversational Web Navigation","dataset_variant":"WebLINX","rows":17,"metrics":["Overall score","Intent Match","Element (IoU)","Text (F1)"],"first_row_in_archive_order":{"model":"Llama-2-13B","paper":"/paper/weblinx-real-world-website-navigation-with","metrics":{"Element (IoU)":"22.82","Intent Match":"81.91","Overall score":"25.21","Text (F1)":"26.60"},"code_links":[{"title":"McGill-NLP/webllama","url":"https://github.com/McGill-NLP/webllama"},{"title":"McGill-NLP/weblinx","url":"https://github.com/McGill-NLP/weblinx"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/weblinx-real-world-website-navigation-with","title":"WebLINX: Real-World Website Navigation with Multi-Turn Dialogue","date":"2024-02-08","rows_on_this_dataset":17,"code_links":2,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":27,"samples_ran":21,"samples_unverified":6,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":1,"samples_harvested":27,"samples_ran":21,"samples_unverified":6,"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."}