{"url":"/dataset/vistas-np","name":"Vistas-NP","full_name":null,"description_markdown":"The **Vistas-NP** dataset is an out-of-distribution detection dataset based on the Mapillary Vistas dataset. The original Vistas dataset consists of 18,000 training images and 2,000 validation images with 66 classes. In Vistas-NP the human classes are used as outliers due to their dispersion across scenes and visual diversity from other objects. The dataset is created by excluding all images with class person and the three rider classes to the test subset. Consequently, the dataset has 8,003 train images and 830 validation images. The test set contains 11,167.\n\nSource: [https://github.com/matejgrcic/Vistas-NP](https://github.com/matejgrcic/Vistas-NP)","description_withheld":null,"homepage":"https://github.com/matejgrcic/Vistas-NP","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/dense-open-set-recognition-with-synthetic","title":"Dense open-set recognition with synthetic outliers generated by Real NVP","first_author":"Matej Grcić","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Image Classification","url":"/task/image-classification","datasets_with_task":"/datasets/task/image-classification"},{"name":"Semantic Segmentation","url":"/task/semantic-segmentation","datasets_with_task":"/datasets/task/semantic-segmentation"},{"name":"Outlier Detection","url":"/task/outlier-detection","datasets_with_task":"/datasets/task/outlier-detection"}],"languages":[],"variants":["Vistas-NP"],"data_loaders":[{"repo":"https://github.com/matejgrcic/Vistas-NP","url":"https://github.com/matejgrcic/Vistas-NP","frameworks":["pytorch"]}],"num_papers_in_archive":2,"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."}