{"url":"/dataset/lipophilicity-scaffold","name":"Lipophilicity (logd74)","full_name":null,"description_markdown":"The lipophilicity database refers to a collection of information related to the lipophilic properties of various molecules. Lipophilicity, also known as hydrophobicity, is a measure of how readily a substance dissolves in nonpolar solvents (such as oil) compared to polar solvents (such as water). In the context of drug discovery and pharmacology, understanding the lipophilicity of compounds is crucial because it affects their absorption, distribution, metabolism, and excretion (ADME) within the body.","description_withheld":null,"homepage":"https://github.com/nanxstats/logd74","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[],"tasks":[{"name":"Drug Discovery","url":"/task/drug-discovery","datasets_with_task":"/datasets/task/drug-discovery"}],"languages":[],"variants":["Lipophilicity (logd74)"],"data_loaders":[],"num_papers_in_archive":4,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/drug-discovery-on-lipophilicity-scaffold","task":"Drug Discovery","dataset_variant":"Lipophilicity (logd74)","rows":1,"metrics":["RMSE"],"first_row_in_archive_order":{"model":"GLAM","paper":"/paper/an-adaptive-graph-learning-method-for","metrics":{"RMSE":"0.596"},"code_links":[{"title":"yvquanli/GLAM","url":"https://github.com/yvquanli/GLAM"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/an-adaptive-graph-learning-method-for","title":"An adaptive graph learning method for automated molecular interactions and properties predictions","date":"2022-06-23","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"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."}