{"url":"/dataset/tacm12k","name":"TACM12K","full_name":"Table-ACM12K","description_markdown":"Table-ACM12K (TACM12K) is a relational table dataset derived from the ACM heterogeneous graph dataset. It includes four tables: papers, authors, citations, and writings. The paper table features attributes such as year, title, and abstract, while the author table includes name and affiliation details. Additionally, some feature completion has been performed for the papers. The dataset also defines a standard classification task for predicting the conference to which a paper belongs.","description_withheld":null,"homepage":"https://github.com/rllm-team/rllm","introduced_date":"2024-07-29","introduced_date_note":null,"introduced_by":{"paper":"/paper/rllm-relational-table-learning-with-llms","title":"rLLM: Relational Table Learning with LLMs","first_author":"Weichen Li","url":null},"license":null,"modalities":[{"name":"Tabular","url":"/datasets/modality/tabular"}],"tasks":[{"name":"Classification","url":"/task/classification-1","datasets_with_task":"/datasets/task/classification-1"},{"name":"Document Classification","url":"/task/document-classification","datasets_with_task":"/datasets/task/document-classification"},{"name":"tabular-classification","url":"/task/tabular-classification","datasets_with_task":"/datasets/task/tabular-classification"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["TACM12K"],"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/classification-on-tacm12k","task":"Classification","dataset_variant":"TACM12K","rows":1,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"BRIDGE","paper":"/paper/rllm-relational-table-learning-with-llms","metrics":{"Accuracy":"25.6"},"code_links":[{"title":"rllm-project/rllm","url":"https://github.com/rllm-project/rllm"},{"title":"rllm-project/rllm_datasets","url":"https://github.com/rllm-project/rllm_datasets"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/rllm-relational-table-learning-with-llms","title":"rLLM: Relational Table Learning with LLMs","date":"2024-07-29","rows_on_this_dataset":1,"code_links":2,"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."}