{"url":"/dataset/fb122","name":"FB122","full_name":"Freebase-122","description_markdown":"","description_withheld":null,"homepage":"","introduced_date":"2016-11-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/jointly-embedding-knowledge-graphs-and","title":"Jointly Embedding Knowledge Graphs and Logical Rules","first_author":"Shu Guo","url":null},"license":null,"modalities":[],"tasks":[{"name":"Link Prediction","url":"/task/link-prediction","datasets_with_task":"/datasets/task/link-prediction"}],"languages":[],"variants":["FB122"],"data_loaders":[],"num_papers_in_archive":10,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/link-prediction-on-fb122","task":"Link Prediction","dataset_variant":"FB122","rows":5,"metrics":["HITS@3","Hits@5","Hits@10","MRR"],"first_row_in_archive_order":{"model":"Prob-CBR","paper":"/paper/probabilistic-case-based-reasoning-for-open","metrics":{"HITS@3":"74.2","Hits@10":"78.2","Hits@5":"76.0","MRR":"72.7"},"code_links":[{"title":"ameyagodbole/Prob-CBR","url":"https://github.com/ameyagodbole/Prob-CBR"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/probabilistic-case-based-reasoning-for-open","title":"Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion","date":"2020-10-07","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/differentiable-reasoning-on-large-knowledge","title":"Differentiable Reasoning on Large Knowledge Bases and Natural Language","date":"2019-12-17","rows_on_this_dataset":1,"code_links":3,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":26,"samples_ran":0,"samples_unverified":26,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/rotate-knowledge-graph-embedding-by","title":"RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space","date":"2019-02-26","rows_on_this_dataset":1,"code_links":10,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":5,"samples_ran":0,"samples_unverified":5,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/complex-embeddings-for-simple-link-prediction","title":"Complex Embeddings for Simple Link Prediction","date":"2016-06-20","rows_on_this_dataset":1,"code_links":9,"syntology":null},{"paper":"/paper/translating-embeddings-for-modeling-multi","title":"Translating Embeddings for Modeling Multi-relational Data","date":"2013-12-01","rows_on_this_dataset":1,"code_links":8,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":2,"samples_harvested":31,"samples_ran":0,"samples_unverified":31,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":2,"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."}