{"url":"/dataset/lad","name":"LAD","full_name":"Large-scale Attribute Dataset","description_markdown":"LAD (Large-scale Attribute Dataset) has 78,017 images of 5 super-classes and 230 classes. The image number of LAD is larger than the sum of the four most popular attribute datasets (AwA, CUB, aP/aY and SUN). 359 attributes of visual, semantic and subjective properties are defined and annotated in instance-level.\r\n\r\nSource: [A Large-scale Attribute Dataset for Zero-shot Learning](/paper/a-large-scale-attribute-dataset-for-zero-shot)","description_withheld":null,"homepage":"https://github.com/PatrickZH/A-Large-scale-Attribute-Dataset-for-Zero-shot-Learning","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/a-large-scale-attribute-dataset-for-zero-shot","title":"A Large-scale Attribute Dataset for Zero-shot Learning","first_author":"Bo Zhao","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Zero-Shot Learning","url":"/task/zero-shot-learning","datasets_with_task":"/datasets/task/zero-shot-learning"}],"languages":[],"variants":["LAD"],"data_loaders":[{"repo":"https://github.com/PatrickZH/A-Large-scale-Attribute-Dataset-for-Zero-shot-Learning","url":"https://github.com/PatrickZH/A-Large-scale-Attribute-Dataset-for-Zero-shot-Learning","frameworks":[]}],"num_papers_in_archive":10,"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."}