{"url":"/dataset/ecoset","name":"ecoset","full_name":null,"description_markdown":"**Ecoset**, an ecologically motivated image dataset, is a large-scale image dataset designed for human visual neuroscience, which consists of over 1.5 million images from 565 basic-level categories. Category selection was based on English nouns that most frequently occur in spoken language (estimated on a set of 51 million words obtained from American television and film subtitles) and concreteness ratings from human observers. Ecoset consists of basic-level categories (including human categories man, woman, and child) that describe physical things in the world (rather than abstract concepts) that are important to humans.","description_withheld":null,"homepage":"https://dx.doi.org/10.24433/CO.4784989.v1","introduced_date":"2021-02-15","introduced_date_note":null,"introduced_by":{"paper":"/paper/an-ecologically-motivated-image-dataset-for","title":"An ecologically motivated image dataset for deep learning yields better models of human vision","first_author":"Johannes Mehrer","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[],"languages":[],"variants":["ecoset"],"data_loaders":[{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/kietzmannlab/ecoset","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/DiGyt/ecoset","frameworks":["tf","pytorch","jax"]}],"num_papers_in_archive":13,"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."}