{"url":"/dataset/fredo","name":"FREDo","full_name":null,"description_markdown":"FREDo is a Few-Shot Document-Level Relation Extraction Benchmark based on DocRED and SciERC. The dataset is divided into four subsets: training set (62 relations), validation set (16 relations), in-domain test set (16 relations), and cross-domain test set (7 relations).","description_withheld":null,"homepage":"","introduced_date":"2022-05-04","introduced_date_note":null,"introduced_by":{"paper":"/paper/few-shot-document-level-relation-extraction","title":"Few-Shot Document-Level Relation Extraction","first_author":"Nicholas Popovic","url":null},"license":null,"modalities":[],"tasks":[{"name":"Relation Extraction","url":"/task/relation-extraction","datasets_with_task":"/datasets/task/relation-extraction"},{"name":"Relation Classification","url":"/task/relation-classification","datasets_with_task":"/datasets/task/relation-classification"},{"name":"Few-Shot Relation Classification","url":"/task/few-shot-relation-classification","datasets_with_task":"/datasets/task/few-shot-relation-classification"}],"languages":[],"variants":["FREDo","FREDo (cross-domain)"],"data_loaders":[],"num_papers_in_archive":3,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/few-shot-relation-classification-on-fredo","task":"Few-Shot Relation Classification","dataset_variant":"FREDo","rows":1,"metrics":["F1 (1-Doc)","F1 (3-Doc)"],"first_row_in_archive_order":{"model":"DL-MNAV","paper":"/paper/few-shot-document-level-relation-extraction","metrics":{"F1 (1-Doc)":"7.05","F1 (3-Doc)":"8.42"},"code_links":[{"title":"nicpopovic/fredo","url":"https://github.com/nicpopovic/fredo"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/few-shot-relation-classification-on-fredo-1","task":"Few-Shot Relation Classification","dataset_variant":"FREDo (cross-domain)","rows":1,"metrics":["F1 (1-Doc)","F1 (3-Doc)"],"first_row_in_archive_order":{"model":"DL-MNAV+SIE+SBN","paper":"/paper/few-shot-document-level-relation-extraction","metrics":{"F1 (1-Doc)":"2.85","F1 (3-Doc)":"3.72"},"code_links":[{"title":"nicpopovic/fredo","url":"https://github.com/nicpopovic/fredo"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/few-shot-document-level-relation-extraction","title":"Few-Shot Document-Level Relation Extraction","date":"2022-05-04","rows_on_this_dataset":2,"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."}