{"url":"/dataset/plantvillage","name":"PlantVillage","full_name":null,"description_markdown":"The PlantVillage dataset consists of 54303 healthy and unhealthy leaf images divided into 38 categories by species and disease.","description_withheld":null,"homepage":"https://data.mendeley.com/datasets/tywbtsjrjv/1","introduced_date":"2015-11-25","introduced_date_note":null,"introduced_by":{"paper":"/paper/an-open-access-repository-of-images-on-plant","title":"An open access repository of images on plant health to enable the development of mobile disease diagnostics","first_author":null,"url":null},"license":{"name":"CC0 1.0","url":"https://creativecommons.org/publicdomain/zero/1.0/"},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Image Classification","url":"/task/image-classification","datasets_with_task":"/datasets/task/image-classification"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["PlantVillage"],"data_loaders":[{"repo":"https://github.com/activeloopai/Hub","url":"https://docs.activeloop.ai/datasets/plantvillage-dataset","frameworks":["tf","pytorch"]},{"repo":"https://github.com/tensorflow/datasets","url":"https://www.tensorflow.org/datasets/catalog/plant_village","frameworks":["tf","pytorch","jax"]}],"num_papers_in_archive":68,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/image-classification-on-plantvillage","task":"Image Classification","dataset_variant":"PlantVillage","rows":2,"metrics":["Accuracy","F1","Testing Ratio"],"first_row_in_archive_order":{"model":"adaptive minimal ensembling","paper":"/paper/improving-plant-disease-classification-by","metrics":{"Accuracy":"100","F1":"100","Testing Ratio":"3%"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/a-vision-language-foundation-model-for-leaf","title":"A Vision-Language Foundation Model for Leaf Disease Identification","date":"2025-05-11","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/improving-plant-disease-classification-by","title":"Improving plant disease classification by adaptive minimal ensembling","date":"2022-09-08","rows_on_this_dataset":1,"code_links":0,"syntology":null}],"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."}