{"url":"/dataset/vadd","name":"VADD","full_name":"Video Anomaly Detection Dataset (VADD)","description_markdown":"Click to add a brief description of the dataset (Markdown and LaTeX enabled).\r\n\r\nProvide:\r\n\r\n* a high-level explanation of the dataset characteristics\r\n* explain motivations and summary of its content\r\n* potential use cases of the dataset","description_withheld":null,"homepage":"https://github.com/Surveillance-VAD/MTFL","introduced_date":"2024-10-08","introduced_date_note":null,"introduced_by":{"paper":"/paper/mtfl-multi-timescale-feature-learning-for","title":"MTFL: Multi-Timescale Feature Learning for Weakly-Supervised Anomaly Detection in Surveillance Videos","first_author":"Yiling Zhang","url":null},"license":null,"modalities":[],"tasks":[{"name":"Anomaly Detection In Surveillance Videos","url":"/task/anomaly-detection-in-surveillance-videos","datasets_with_task":"/datasets/task/anomaly-detection-in-surveillance-videos"}],"languages":[],"variants":["VADD"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/anomaly-detection-in-surveillance-videos-on-10","task":"Anomaly Detection In Surveillance Videos","dataset_variant":"VADD","rows":1,"metrics":["ROC AUC"],"first_row_in_archive_order":{"model":"MTFL (VST, finetuned on VADD)","paper":"/paper/mtfl-multi-timescale-feature-learning-for","metrics":{"ROC AUC":"88.42"},"code_links":[{"title":"erktkdg/MTFL","url":"https://github.com/erktkdg/MTFL"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/mtfl-multi-timescale-feature-learning-for","title":"MTFL: Multi-Timescale Feature Learning for Weakly-Supervised Anomaly Detection in Surveillance Videos","date":"2024-10-08","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-25T09:33:49+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."}