{"url":"/dataset/mvtec-fs","name":"MVTec-FS","full_name":"MVTec few-shot detection and classfication dataset","description_markdown":"The MVTec-FS dataset is a refined version of the MVTec AD dataset, designed for few-shot learning research. It contains instance-level annotations of anomaly images and is tailored to support tasks such as:\r\n\r\n- Few-shot instance classification\r\n- Few-shot object detection\r\n- Unified multi-modal classification","description_withheld":null,"homepage":"https://github.com/ShuaiLYU/MVTec-FS","introduced_date":"2024-12-22","introduced_date_note":null,"introduced_by":null,"license":{"name":"CC BY-NC-SA 4.0","url":null},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"2D Object Detection","url":"/task/2d-object-detection","datasets_with_task":"/datasets/task/2d-object-detection"},{"name":"Classification","url":"/task/classification-1","datasets_with_task":"/datasets/task/classification-1"},{"name":"Few-Shot Instance Classification","url":"/task/few-shot-instance-classification","datasets_with_task":"/datasets/task/few-shot-instance-classification"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["MVTec-FS","MVTec-FS (1-shot)","MVTec-FS (3-shot)","MVTec-FS (5-shot)"],"data_loaders":[],"num_papers_in_archive":1,"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."}