{"url":"/dataset/dad","name":"DAD","full_name":"Driver Anomaly Detection","description_markdown":"Contains normal driving videos together with a set of anomalous actions in its training set. In the test set of the DAD dataset, there are unseen anomalous actions that still need to be winnowed out from normal driving. \r\n\r\nSource: [Driver Anomaly Detection: A Dataset and Contrastive Learning Approach](/paper/driver-anomaly-detection-a-dataset-and)","description_withheld":null,"homepage":"https://github.com/okankop/Driver-Anomaly-Detection","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/driver-anomaly-detection-a-dataset-and","title":"Driver Anomaly Detection: A Dataset and Contrastive Learning Approach","first_author":"Okan Köpüklü","url":null},"license":null,"modalities":[],"tasks":[{"name":"Anomaly Detection","url":"/task/anomaly-detection","datasets_with_task":"/datasets/task/anomaly-detection"},{"name":"Contrastive Learning","url":"/task/contrastive-learning","datasets_with_task":"/datasets/task/contrastive-learning"},{"name":"Open Set Learning","url":"/task/open-set-learning","datasets_with_task":"/datasets/task/open-set-learning"}],"languages":[],"variants":["DAD"],"data_loaders":[{"repo":"https://github.com/okankop/Driver-Anomaly-Detection","url":"https://github.com/okankop/Driver-Anomaly-Detection","frameworks":["pytorch"]}],"num_papers_in_archive":9,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"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."}