{"url":"/dataset/stream-51","name":"Stream-51","full_name":null,"description_markdown":"A new dataset for streaming classification consisting of temporally correlated images from 51 distinct object categories and additional evaluation classes outside of the training distribution to test novelty recognition. \r\n\r\nSource: [Stream-51: Streaming Classification and Novelty Detection from Videos](/paper/stream-51-streaming-classification-and)","description_withheld":null,"homepage":"https://tyler-hayes.github.io/stream51","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/stream-51-streaming-classification-and","title":"Stream-51: Streaming Classification and Novelty Detection from Videos","first_author":"Ryne Roady","url":null},"license":null,"modalities":[],"tasks":[{"name":"Image Classification","url":"/task/image-classification","datasets_with_task":"/datasets/task/image-classification"},{"name":"Object Detection","url":"/task/object-detection","datasets_with_task":"/datasets/task/object-detection"},{"name":"Anomaly Detection","url":"/task/anomaly-detection","datasets_with_task":"/datasets/task/anomaly-detection"}],"languages":[],"variants":["Stream-51"],"data_loaders":[],"num_papers_in_archive":3,"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":"2026-09-25T09:33:49+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."}