{"url":"/dataset/howto100m-adverbs","name":"HowTo100M Adverbs","full_name":null,"description_markdown":"HowTo100M Adverbs is a subset from HowTo100M with mined adverbs from 83 tasks in HowTo100M. The annotations were obtained from automatically transcribed narrations of instructional videos. The dataset contains originally 5,824 clips annotated with action-adverb pairs from 72 verbs and 6 adverbs. \r\nSource: [How Do You Do It? Fine-Grained Action Understanding with Pseudo-Adverbs](https://arxiv.org/abs/2203.12344)","description_withheld":null,"homepage":"https://github.com/hazeld/action-modifiers","introduced_date":"2019-12-13","introduced_date_note":null,"introduced_by":{"paper":"/paper/action-modifiers-learning-from-adverbs-in","title":"Action Modifiers: Learning from Adverbs in Instructional Videos","first_author":"Hazel Doughty","url":null},"license":null,"modalities":[{"name":"Videos","url":"/datasets/modality/videos"},{"name":"Actions","url":"/datasets/modality/actions"}],"tasks":[{"name":"Video-Adverb Retrieval","url":"/task/video-adverb-retrieval","datasets_with_task":"/datasets/task/video-adverb-retrieval"}],"languages":[],"variants":["HowTo100M Adverbs"],"data_loaders":[],"num_papers_in_archive":4,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/video-adverb-retrieval-on-howto100m-adverbs","task":"Video-Adverb Retrieval","dataset_variant":"HowTo100M Adverbs","rows":4,"metrics":["Acc-A","mAP M","mAP W"],"first_row_in_archive_order":{"model":"ReGaDa","paper":"/paper/video-adverb-retrieval-with-compositional","metrics":{"Acc-A":"0.817","mAP M":"0.528","mAP W":"0.567"},"code_links":[{"title":"ExplainableML/ReGaDa","url":"https://github.com/ExplainableML/ReGaDa"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/video-adverb-retrieval-with-compositional","title":"Video-adverb retrieval with compositional adverb-action embeddings","date":"2023-09-26","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/learning-action-changes-by-measuring-verb","title":"Learning Action Changes by Measuring Verb-Adverb Textual Relationships","date":"2023-03-27","rows_on_this_dataset":3,"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."}