{"url":"/dataset/go21","name":"GO21","full_name":null,"description_markdown":"GO21 is a biomedical knowledge graph that models genes, proteins, drugs, and the hierarchy of the biological processes they participate in. It consists of 806,136 triples with 21 relations and 89127 entities. GO21 can be used for knowledge graph completion tasks (link prediction) as well as hierarchical reasoning tasks, such as ancestor-descendant prediction task proposed in the paper.","description_withheld":null,"homepage":"https://arxiv.org/abs/2110.14923","introduced_date":"2021-10-28","introduced_date_note":null,"introduced_by":{"paper":"/paper/modeling-heterogeneous-hierarchies-with","title":"Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones","first_author":"Yushi Bai","url":null},"license":null,"modalities":[{"name":"Graphs","url":"/datasets/modality/graphs"},{"name":"Biology","url":"/datasets/modality/biology"}],"tasks":[{"name":"Link Prediction","url":"/task/link-prediction","datasets_with_task":"/datasets/task/link-prediction"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["GO21"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/link-prediction-on-go21","task":"Link Prediction","dataset_variant":"GO21","rows":1,"metrics":["Hit@1","Hits@10","Hits@3","MRR"],"first_row_in_archive_order":{"model":"ConE","paper":"/paper/modeling-heterogeneous-hierarchies-with","metrics":{"Hit@1":"0.14","Hits@10":"0.347","Hits@3":"0.237","MRR":"0.211"},"code_links":[{"title":"snap-stanford/ConE","url":"https://github.com/snap-stanford/ConE"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/modeling-heterogeneous-hierarchies-with","title":"Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones","date":"2021-10-28","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":2,"samples_ran":2,"samples_unverified":0,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":1,"samples_harvested":2,"samples_ran":2,"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."}